@article{zrnic2023crosspredictionpowered,
  author = {Zrnic, Tijana and Candès, Emmanuel J.},
  title = {Cross-Prediction-Powered Inference},
  date = {2023},
  annotation = {2023i},
  eprint = {2309.16598},
  eprintclass = {stat.ML},
  eprinttype = {arXiv},
  pubstate = {Pre-published},
}

@inproceedings{angelopoulos2023conformal,
  author = {Angelopoulos, Anastasios N. and Candès, Emmanuel J. and Tibshirani, Ryan J.},
  title = {Conformal {PID} Control for Time Series Prediction},
  booktitle = {NeurIPS 2023},
  date = {2023},
  annotation = {2023h},
  eprint = {2307.16895},
  eprintclass = {cs.LG},
  eprinttype = {arXiv},
  pubstate = {Forthcoming},
}

@article{jin2023modelfree,
  author = {Jin, Ying and Candès, Emmanuel J.},
  title = {Model-free selective inference under covariate shift via weighted conformal p-values},
  date = {2023},
  annotation = {2023g},
  eprint = {2307.09291},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
  pubstate = {Pre-published},
}

@article{jang2023tight,
  author = {Jang, Jayoon and Candès, Emmanuel},
  title = {Tight Distribution-Free Confidence Intervals for Local Quantile Regression},
  date = {2023},
  annotation = {2023f},
  eprint = {2307.08594},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
  pubstate = {Pre-published},
}

@inproceedings{huang2023uncertainty,
  author = {Huang, Kexin and Jin, Ying and Candès, Emmanuel and Leskovec, Jure},
  title = {Uncertainty Quantification over Graph with Conformalized Graph Neural Networks},
  booktitle = {NeurIPS 2023},
  date = {2023},
  annotation = {2023e},
  eprint = {2305.14535},
  eprintclass = {cs.LG},
  eprinttype = {arXiv},
  pubstate = {Forthcoming},
}

@article{gibbs2023conformal,
  author = {Gibbs, Isaac and Cherian, John J. and Candès, Emmanuel J.},
  title = {Conformal Prediction With Conditional Guarantees},
  date = {2023},
  annotation = {2023d},
  eprint = {2305.12616},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
  pubstate = {Pre-published},
}

@article{cherian2023statistical,
  author = {Cherian, John J. and Candès, Emmanuel J.},
  title = {Statistical Inference for Fairness Auditing},
  date = {2023},
  annotation = {2023c},
  eprint = {2305.03712},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
  pubstate = {Pre-published},
}

@article{spector2023discussion,
  author = {Spector, Asher and Candès, Emmanuel and Lei, Lihua},
  title = {A Discussion of “{A} Note on Universal Inference” by {T}se and {D}avison},
  journaltitle = {Stat},
  volume = {12},
  number = {1},
  pages = {e570},
  date = {2023},
  annotation = {2023b},
  doi = {10.1002/sta4.570},
  pubstate = {Early access},
}

@article{barber2023finettis,
  author = {Barber, Rina Foygel and Candes, Emmanuel J. and Ramdas, Aaditya and Tibshirani, Ryan J.},
  title = {De {F}inetti's Theorem and Related Results for Infinite Weighted Exchangeable Sequences},
  journaltitle = {Sankhya},
  date = {2023},
  annotation = {2023a},
  eprint = {2304.03927},
  eprintclass = {math.ST},
  eprinttype = {arXiv},
  pubstate = {Forthcoming},
}

@article{nobel2022tractable,
  author = {Nobel, Parth and Candès, Emmanuel and Boyd, Stephen},
  title = {Tractable Evaluation of {S}tein's Unbiased Risk Estimator with Convex Regularizers},
  date = {2022},
  annotation = {2022g},
  eprint = {2211.05947},
  eprintclass = {stat.TH},
  eprinttype = {arXiv},
}

@article{jin2022selection,
  author = {Jin, Ying and Candès, Emmanuel J.},
  title = {Selection by Prediction with Conformal p-values},
  journaltitle = {Journal of Machine Learning Research},
  date = {2023},
  annotation = {2022f},
  url = {http://jmlr.org/papers/v24/22-1176.html},
}

@article{zhao2022adaptively,
  author = {Zhao, Qian and Cand{ès}, Emmanuel J.},
  title = {An Adaptively Resized Parametric Bootstrap for Inference in High-dimensional Generalized Linear Models},
  journaltitle = {Statistica Sinica},
  date = {2022},
  annotation = {2022e},
  eprint = {2208.08944},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
  pubstate = {Forthcoming},
}

@article{gibbs2022conformal,
  author = {Gibbs, Isaac and Cand{è}s, Emmanuel},
  title = {Conformal Inference for Online Prediction with Arbitrary Distribution Shifts},
  date = {2022},
  annotation = {2022d},
  eprint = {2208.08401},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
}

@article{barber2022permutation,
  author = {{Foygel Barber}, Rina and Cand{è}s, Emmanuel J. and Ramdas, Aaditya and Tibshirani, Ryan J.},
  title = {Permutation tests using arbitrary permutation distributions},
  journaltitle = {Sankhya A},
  volume = {85},
  number = {2},
  pages = {1156--1177},
  date = {2023},
  annotation = {2022c},
  doi = {10.1007/s13171-023-00308-8},
}

@article{chia2022raman,
  author = {Chia, Charmaine and Sesia, Matteo and Ho, Chi-Sing and Jeffrey, Stefanie S. and Dionne, Jennifer and Candès, Emmanuel J. and Howe, Roger T.},
  title = {Interpretable classification of bacterial Raman spectra with knockoff wavelets},
  journaltitle = {IEEE Journal of Biomedical and Health Informatics},
  volume = {26},
  number = {2},
  pages = {740--748},
  date = {2022},
  annotation = {2022b},
  doi = {10.1109/JBHI.2021.3094873},
}

@article{barber2022conformal,
  author = {Barber, Rina Foygel and Candès, Emmanuel J. and Ramdas, Aaditya and Tibshirani, Ryan J.},
  title = {Conformal prediction beyond exchangeability},
  journaltitle = {Annals of Statistics},
  volume = {51},
  number = {2},
  pages = {816--845},
  date = {2023},
  annotation = {2022a},
  doi = {10.1214/23-AOS2276},
}

@article{He2021.12.06.471440,
  author = {He, Zihuai and Liu, Linxi and Belloy, Michael E. and Le Guen, Yann and Sossin, Aaron and Liu, Xiaoxia and Qi, Xinran and Ma, Shiyang and Wyss-Coray, Tony and Tang, Hua and Sabatti, Chiara and Candes, Emmanuel and Greicius, Michael D. and Ionita-Laza, Iuliana},
  title = {GhostKnockoff inference empowers identification of putative causal variants in genome-wide association studies},
  journaltitle = {Nature Communications},
  volume = {13},
  pages = {7209},
  date = {2022},
  annotation = {2021i},
  doi = {10.1038/s41467-022-34932-z},
  issue = {1},
}

@article{jin2021sensitivity,
  author = {Jin, Ying and Ren, Zhimei and Candès, Emmanuel J.},
  title = {Sensitivity Analysis of Individual Treatment Effects: A Robust Conformal Inference Approach},
  journaltitle = {Proceedings of the National Academy of Sciences},
  volume = {120},
  number = {6},
  pages = {e2214889120},
  date = {2023},
  annotation = {2021h},
  doi = {10.1073/pnas.2214889120},
}

@article{angelopoulos2021learn,
  author = {Angelopoulos, Anastasios N. and Bates, Stephen and Candès, Emmanuel J. and Jordan, Michael I. and Lei, Lihua},
  title = {Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control},
  journaltitle = {Annals of Applied Statistics},
  date = {2021},
  annotation = {2021g},
  eprint = {2110.01052},
  eprintclass = {cs.LG},
  eprinttype = {arXiv},
  pubstate = {Submitted},
}

@article{li2021deploying,
  author = {Li, Shuangning and Candès, Emmanuel J.},
  title = {Deploying the Conditional Randomization Test in High Multiplicity Problems},
  date = {2021},
  annotation = {2021f},
  eprint = {2110.02422},
  eprintclass = {stat.ME},
  eprinttype = {arXiv},
}

@article{li2021searching,
  author = {Li, S and Sesia, M and Romano, Y and Candès, E and Sabatti, C},
  title = {Searching for robust associations with a multi-environment knockoff filter},
  journaltitle = {Biometrika},
  volume = {109},
  number = {3},
  pages = {611--629},
  date = {2022},
  annotation = {2021e},
  doi = {10.1093/biomet/asab055},
}

@inproceedings{gibbs2021adaptive,
  author = {Gibbs, Isaac and Candès, Emmanuel},
  title = {Adaptive Conformal Inference Under Distribution Shift},
  booktitle = {Advances in Neural Information Processing Systems 34 (NeurIPS 2021)},
  publisher = {Curran Associates, Inc.},
  pages = {1660--1672},
  date = {2021},
  annotation = {2021d},
  editor = {Ranzato, M. and Beygelzimer, A. and Dauphin, Y. and Liang, P.S. and Vaughan, J. Wortman},
  url = {proceedings.neurips.cc/paper/2021/file/0d441de75945e5acbc865406fc9a2559-Paper.pdf},
}

@article{bates2021multiple,
  author = {Bates, Stephen and Candès, Emmanuel and Lei, Lihua and Romano, Yaniv and Sesia, Matteo},
  title = {Testing for outliers with conformal p-values},
  journaltitle = {Annals of Statistics},
  volume = {51},
  number = {1},
  pages = {149--178},
  date = {2023},
  annotation = {2021c},
  doi = {10.1214/22-AOS2244},
}

@article{ConformalSurvivalAnalysis,
  author = {Candès, Emmanuel and Lei, Lihua and Ren, Zhimei},
  title = {Conformalized Survival Analysis},
  journaltitle = {Journal of the Royal Statistical Society Series B},
  volume = {85},
  number = {1},
  pages = {24--45},
  date = {2023},
  annotation = {2021b},
  doi = {10.1093/jrsssb/qkac004},
}

@article{MedianInference,
  author = {Medarametla, Dhruv and Candès, Emmanuel},
  title = {Distribution-Free Conditional Median Inference},
  journaltitle = {Electronic Journal of Statistics},
  volume = {15},
  number = {2},
  pages = {4625--4658},
  date = {2021},
  annotation = {2021a},
  doi = {10.1214/21-EJS1910},
}

@article{derandomizingKnockoffs,
  author = {Ren, Zhimei and Wei, Yuting and Candès, Emmanuel},
  title = {Derandomizing Knockoffs},
  journaltitle = {Journal of the American Statistical Association},
  volume = {118},
  number = {542},
  pages = {948--958},
  date = {2023},
  annotation = {2020i},
  doi = {10.1080/01621459.2021.1962720},
}

@article{sesia2020controlling,
  author = {Sesia, Matteo and Bates, Stephen and Cand{è}s, Emmanuel and Marchini, Jonathan and Sabatti, Chiara},
  title = {False discovery rate control in genome-wide association studies with population structure},
  journaltitle = {Proceedings of the National Academy of Sciences},
  volume = {118},
  number = {40},
  pages = {e2105841118},
  date = {2021},
  annotation = {2020h},
  doi = {10.1073/pnas.2105841118},
}

@article{weinstein2020power,
  author = {Weinstein, Asaf and Su, Weijie J. and Bogdan, Ma{ł}gorzata and Barber, Rina Foygel and Candès, Emmanuel J.},
  title = {{A power analysis for model-X knockoffs with $\ell _{p}$-regularized statistics}},
  journaltitle = {Annals of Statistics},
  volume = {51},
  number = {3},
  pages = {1005--1029},
  date = {2023},
  annotation = {2020g},
  doi = {10.1214/23-AOS2274},
}

@article{lei2020conformal,
  author = {Lei, Lihua and Candès, Emmanuel J.},
  title = {Conformal inference of counterfactuals and individual treatment effects},
  journaltitle = {Journal of the Royal Statistical Society Series B},
  volume = {83},
  number = {5},
  pages = {911--938},
  date = {2021},
  annotation = {2020f},
  doi = {10.1111/rssb.12445},
}

@inproceedings{romano2020achieving,
  author = {Romano, Yaniv and Bates, Stephen and Candès, Emmanuel J.},
  title = {Achieving equalized odds by resampling sensitive attributes},
  booktitle = {Advances in Neural Information Processing Systems 33 (NeurIPS 2020)},
  publisher = {Curran Associates, Inc.},
  pages = {361--371},
  date = {2020},
  annotation = {2020e},
  editor = {Larochelle, H. and Ranzato, M. and Hadsell, R. and Balcan, M. F. and Lin, H.},
  url = {proceedings.neurips.cc/paper/2020/file/03593ce517feac573fdaafa6dcedef61-Paper.pdf},
}

@inproceedings{romano2020classification,
  author = {Romano, Yaniv and Sesia, Matteo and Candès, Emmanuel J.},
  title = {Classification with valid and adaptive coverage},
  booktitle = {Advances in Neural Information Processing Systems 33 (NeurIPS 2020)},
  publisher = {Curran Associates, Inc.},
  pages = {3581--3591},
  date = {2020},
  annotation = {2020d},
  editor = {Larochelle, H. and Ranzato, M. and Hadsell, R. and Balcan, M. F. and Lin, H.},
  url = {proceedings.neurips.cc/paper/2020/file/244edd7e85dc81602b7615cd705545f5-Paper.pdf},
}

@article{DTT,
  author = {Bates, Stephen and Sesia, Matteo and Sabatti, Chiara and Candès, Emmanuel},
  title = {Causal inference in genetic trio studies},
  journaltitle = {Proceedings of the National Academy of Sciences},
  volume = {117},
  number = {39},
  pages = {24117--24126},
  date = {2020},
  annotation = {2020c},
  doi = {10.1073/pnas.2007743117},
}

@article{LogisticCov,
  author = {Zhao, Qian and Sur, Pragya and Candès, Emmanuel J.},
  title = {The asymptotic distribution of the {MLE} in high-dimensional logistic models: Arbitrary covariance},
  journaltitle = {Bernoulli},
  volume = {28},
  number = {3},
  pages = {1835--1861},
  date = {2022},
  annotation = {2020b},
  doi = {10.3150/21-BEJ1401},
}

@article{AdaptiveKnockoffs,
  author = {Ren, Zhimei and Candès, Emmanuel J.},
  title = {Knockoffs with side information},
  journaltitle = {Annals of Applied Statistics},
  volume = {17},
  number = {2},
  pages = {1152--1174},
  date = {2023},
  annotation = {2020a},
  doi = {10.1214/22-AOAS1663},
}

@article{Candes2019Comments,
  author = {Candès, Emmanuel J. and Duchi, John and Sabatti, Chiara},
  title = {Comments on {Michael Jordan's essay `The AI Revolution Hasn't Happened Yet'}},
  journaltitle = {Harvard Data Science Review},
  volume = {1},
  number = {1},
  date = {2019-06-23},
}

@article{CQRComparison,
  author = {Sesia, Matteo and Candès, Emmanuel J.},
  title = {A comparison of some conformal quantile regression methods},
  journaltitle = {Stat},
  volume = {9},
  number = {1},
  pages = {e261},
  date = {2020},
  annotation = {2019i},
  doi = {10.1002/sta4.261},
}

@article{EqualizedCoverage,
  author = {Romano, Yaniv and Foygel Barber, Rina and Sabatti, Chiara and Candès, Emmanuel J.},
  title = {With malice toward none: Assessing uncertainty via equalized coverage},
  journaltitle = {Harvard Data Science Review},
  volume = {2},
  number = {2},
  date = {2020-04-30},
  annotation = {2019h},
  doi = {10.1162/99608f92.03f00592},
}

@article{UKBio,
  author = {Sesia, Matteo and Katsevich, Eugene and Bates, Stephen and Candès, Emmanuel J. and Sabatti, Chiara},
  title = {Multi-resolution localization of causal variants across the genome},
  journaltitle = {Nature Communications},
  volume = {11},
  number = {1},
  pages = {1093},
  date = {2020},
  annotation = {2019g},
}

@article{BaCaRaTi2021,
  author = {Barber, Rina Foygel and Candès, Emmanuel J. and Ramdas, Aaditya and Tibshirani, Ryan J.},
  title = {Predictive inference with the jackknife+},
  journaltitle = {Annals of Statistics},
  volume = {49},
  number = {1},
  pages = {486--507},
  date = {2021},
  annotation = {2019f},
  doi = {10.1214/20-AOS1965},
}

@inproceedings{CQR,
  author = {Romano, Yaniv and Patterson, Evan and Candès, Emmanuel J.},
  title = {Conformalized Quantile Regression},
  booktitle = {Advances in Neural Information Processing Systems 32 (NIPS 2019)},
  publisher = {Curran Associates},
  pages = {3538--3548},
  date = {2019},
  editor = {Wallach, H. and Larochelle, H. and Beygelzimer, A. and d'Alché-Buc, F. and Fox, E. and Garnett, R.},
  url = {papers.nips.cc/paper/8613-conformalized-quantile-regression},
}

@inproceedings{WeightedCP,
  author = {Tibshirani, Ryan J. and Foygel Barber, Rina and Candès, Emmanuel J. and Ramdas, Aaditya},
  title = {Conformal Prediction Under Covariate Shift},
  booktitle = {Advances in Neural Information Processing Systems 32 (NIPS 2019)},
  publisher = {Curran Associates},
  pages = {2526--2536},
  date = {2019},
  editor = {Wallach, H. and Larochelle, H. and Beygelzimer, A. and d'Alché-Buc, F. and Fox, E. and Garnett, R.},
  url = {papers.nips.cc/paper/8522-conformal-prediction-under-covariate-shift},
}

@article{ConditionalConformal,
  author = {Foygel Barber, Rina and Candès, Emmanuel J and Ramdas, Aaditya and Tibshirani, Ryan J},
  title = {The limits of distribution-free conditional predictive inference},
  journaltitle = {Information and Inference},
  volume = {10},
  number = {2},
  pages = {455--482},
  date = {2021},
  annotation = {2019c},
  doi = {10.1093/imaiai/iaaa017},
}

@article{Metro,
  author = {Bates, Stephen and Candès, Emmanuel J. and Janson, Lucas and Wang, Wenshuo},
  title = {Metropolized knockoff sampling},
  journaltitle = {Journal of the A\-mer\-i\-can Statistical Association},
  volume = {116},
  number = {535},
  pages = {1413--1427},
  date = {2021},
  annotation = {2019b},
  doi = {10.1080/01621459.2020.1729163},
}

@inproceedings{HolographicPR-ISI,
  author = {Barmherzig, David A. and Sun, Ju and Candès, Emmanuel J. and Lane, T. J. and Li, Po-Nan},
  title = {Dual-Reference Design for Holographic Phase Retrieval},
  booktitle = {2019 13th {I}nternational {C}onference on {S}ampling {T}heory and {A}pplications ({SAMPTA})},
  publisher = {IEEE},
  date = {2019},
  isbn = {978-1-7281-3741-4},
}

@article{HolographicPR,
  author = {Barmherzig, D. A. and Sun, J. and Candès, E. J. and Lane, T. J. and Li, P-N.},
  title = {Holographic phase retrieval and optimal reference design},
  journaltitle = {Inverse Problems},
  volume = {35},
  number = {9},
  pages = {094001},
  date = {2019},
  sortyear = {2019a},
}

@article{Case-Control,
  author = {Foygel Barber, Rina and Candès, Emmanuel J.},
  title = {On the construction of knockoffs in case-control studies},
  journaltitle = {Stat},
  volume = {8},
  number = {1},
  pages = {e225},
  date = {2019},
  annotation = {2018e},
}

@article{DeepKnockoffs,
  author = {Romano, Yaniv and Sesia, Matteo and Candès, Emmanuel J.},
  title = {Deep knockoffs},
  journaltitle = {Journal of the American Statistical Association},
  publisher = {Taylor & Francis},
  volume = {115},
  number = {532},
  pages = {1861--1872},
  date = {2020},
  annotation = {2018d},
  doi = {10.1080/01621459.2019.1660174},
}

@article{LogisticMLE,
  author = {Candès, Emmanuel J. and Sur, Pragya},
  title = {The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression},
  journaltitle = {Annals of Statistics},
  volume = {48},
  number = {1},
  pages = {27--42},
  date = {2020},
}

@article{LogisticAMP,
  author = {Sur, Pragya and Candès, Emmanuel J.},
  title = {A modern maximum-likelihood theory for high-dimensional logistic regression},
  journaltitle = {Proceedings of the National Academy of Sciences},
  volume = {116},
  number = {29},
  pages = {14516--14525},
  date = {2019},
  sortyear = {2018b},
}

@article{RobustKnockoffs,
  author = {Foygel Barber, Rina and Candès, Emmanuel J. and Samworth, R.},
  title = {Robust inference with knockoffs},
  journaltitle = {Annals of Statistics},
  volume = {48},
  number = {3},
  pages = {1409--1431},
  date = {2020},
  sortyear = {2018a},
}

@article{AMPKnockoffs,
  author = {Weinstein, Asaf and Foygel Barber, Rina and Candès, Emmanuel J.},
  title = {A power analysis for knockoffs under Gaussian designs},
  journaltitle = {IEEE Transactions on Information Theory},
  date = {2017},
  pubstate = {In revision},
  sortyear = {2017d},
}

@article{Rejoinder_HMM_Knockoffs,
  author = {Sesia, Matteo and Sabatti, Chiara and Candès, Emmanuel J.},
  title = {Rejoinder: ``Gene hunting with knockoffs for hidden Markov models''},
  journaltitle = {Biometrika},
  volume = {106},
  number = {1},
  pages = {35--45},
  date = {2019},
  sortyear = {2017c},
}

@article{HMM_Knockoffs,
  author = {Sesia, Matteo and Sabatti, Chiara and Candès, Emmanuel J.},
  title = {Gene hunting with knockoffs for hidden Markov models (with discussion)},
  journaltitle = {Biometrika},
  volume = {106},
  number = {1},
  pages = {1--18},
  date = {2019},
  sortyear = {2017b},
}

@article{LRT_HighDim,
  author = {Sur, Pragya and Chen, Yuxin and Candès, Emmanuel J.},
  title = {The likelihood ratio test in high-dimensional logistic regression is asymptotically a {\em rescaled} chi-square},
  journaltitle = {Probability Theory and Related Fields},
  volume = {175},
  number = {1-2},
  pages = {487--558},
  date = {2019},
  sortyear = {2017a},
}

@article{MX_Knockoffs,
  author = {Candès, Emmanuel J. and Fan, Yingying and Janson, Lucas and Lv, Jinchi},
  title = {Panning for gold: `Model-X' knockoffs for high-dimensional controlled variable selection},
  journaltitle = {Journal of the Royal Statistical Society Series B},
  volume = {80},
  number = {13},
  pages = {551--577},
  date = {2018},
  sortyear = {2016d},
}

@article{JointAlign,
  author = {Chen, Yuxin and Candès, Emmanuel J},
  title = {The projected power method: An efficient algorithm for joint alignment from pairwise differences},
  journaltitle = {Communications on Pure and Applied Mathematics},
  volume = {71},
  number = {8},
  pages = {1648--1714},
  date = {2018},
  sortyear = {2016c},
}

@article{GWAS_FDR,
  author = {Brzyski, Damian and Peterson, Christine B. and Sobczyk, Piotr and Candès, Emmanuel J. and Bogdan, Malgorzata and Sabatti, Chiara},
  title = {Controlling the rate of GWAS false discoveries},
  journaltitle = {Genetics},
  volume = {205},
  number = {1},
  pages = {61--75},
  date = {2017},
  sortyear = {2016b},
}

@article{HD_Knockoffs,
  author = {Foygel Barber, Rina and Candès, Emmanuel J},
  title = {A knockoff filter for high-dimensional selective inference},
  journaltitle = {Annals of Statistics},
  volume = {47},
  number = {5},
  pages = {2504--2537},
  date = {2019},
  sortyear = {2016a},
}

@article{LassoFDR,
  author = {Su, Weijie and Bogdan, Malgorzata and Candès, Emmanuel J},
  title = {False discoveries occur early on the lasso path},
  journaltitle = {Annals of Statistics},
  volume = {45},
  number = {5},
  pages = {2133--2150},
  date = {2017},
  sortyear = {2015f},
}

@article{TruncatedWF,
  author = {Chen, Yuxin and Candès, Emmanuel J},
  title = {Solving random quadratic systems of equations is nearly as easy as solving linear systems},
  journaltitle = {Communications on Pure and Applied Mathematics},
  volume = {70},
  number = {5},
  pages = {2133--2150},
  date = {2017},
  sortyear = {2015e},
}

@article{EigenPrism,
  author = {Janson, Lucas and Foygel Barber, Rina and Candès, Emmanuel J},
  title = {EigenPrism: Inference for high-dimensional signal-to-noise ratios},
  journaltitle = {Journal of the Royal Statistical Society Series B},
  volume = {79},
  number = {4},
  pages = {1037--1065},
  date = {2017},
  sortyear = {2015d},
}

@article{SuperResPositive,
  author = {Morgenshtern, Veniamin and Candès, Emmanuel J},
  title = {Super-resolution of positive sources: The discrete setup},
  journaltitle = {SIAM Journal on Imaging Sciences},
  publisher = {SIAM},
  volume = {9},
  number = {1},
  pages = {412--444},
  date = {2016},
  sortyear = {2015c},
}

@article{SLOPE_minimax,
  author = {Candès, Emmanuel J and Su, Weijie},
  title = {SLOPE is adaptive to unknown sparsity and asymptotically minimax},
  journaltitle = {Annals of Statistics},
  volume = {44},
  number = {3},
  pages = {1038--1068},
  date = {2016},
  sortyear = {2015b},
}

@article{NesterovODE,
  author = {Su, Weijie and Boyd, Stephen and Candès, Emmanuel J},
  title = {A differential equation for modeling Nesterov's accelerated gradient method: Theory and insights},
  journaltitle = {Journal of Machine Learning Research},
  volume = {17},
  number = {153},
  pages = {1--43},
  date = {2016},
  sortyear = {2015a},
}

@inproceedings{NIPS2014,
  author = {Su, Weijie and Boyd, Stephen and Candès, Emmanuel J},
  title = {A differential equation for modeling Nesterov's accelerated gradient method: Theory and insights},
  booktitle = {Advances in Neural Information Processing Systems 27 (NIPS 2014)},
  pages = {2510--2518},
  date = {2014},
  sortyear = {2014e},
}

@inproceedings{ICM2014,
  author = {Candès, Emmanuel J},
  title = {Mathematics of sparsity (and a few other things)},
  booktitle = {Proceedings of the International Congress of Mathematicians},
  date = {2014},
  location = {Seoul, South Korea},
  sortyear = {2014d},
}

@article{WirtingerFlow,
  author = {Candès, Emmanuel J and Li, Xiaodong and Soltanolkotabi, Mahdi},
  title = {Phase retrieval via Wirtinger flow: Theory and algorithms},
  journaltitle = {IEEE Transactions on Information Theory},
  publisher = {IEEE},
  volume = {61},
  number = {4},
  pages = {1985--2007},
  date = {2015},
  sortyear = {2014c},
}

@article{SLOPE,
  author = {Bogdan, Malgorzata and van den Berg, Ewout and Sabatti, Chiara and Su, Weijie and Candès, Emmanuel J},
  title = {SLOPE -- Adaptive variable selection via convex optimization},
  journaltitle = {Annals of Applied Statistics},
  publisher = {Institute of Mathematical Statistics},
  volume = {9},
  number = {3},
  pages = {1103--1140},
  date = {2015},
  sortyear = {2014b},
}

@article{FDR_regression,
  author = {Foygel Barber, Rina and Candès, Emmanuel J},
  title = {Controlling the false discovery rate via knockoffs},
  journaltitle = {Annals of Statistics},
  publisher = {Institute of Mathematical Statistics},
  volume = {43},
  number = {5},
  pages = {2055--2085},
  date = {2015},
  sortyear = {2014a},
}

@inproceedings{TI_DTV_superres,
  author = {Fernandez-Granda, Carlos and Candès, Emmanuel J},
  title = {Super-resolution via transform-invariant group-sparse regularization},
  booktitle = {Proceedings of the IEEE International Conference on Computer Vision (ICCV)},
  organization = {IEEE},
  date = {2013},
  sortyear = {2013f},
}

@article{PhaseLift_CDP,
  author = {Candès, Emmanuel J and Li, Xiaodong and Soltanolkotabi, Mahdi},
  title = {Phase retrieval from coded diffraction patterns},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {39},
  number = {2},
  pages = {277--299},
  date = {2014},
  sortyear = {2013e},
}

@article{SortedL1,
  author = {Bogdan, Malgorzata and Berg, Ewout van den and Su, Weijie and Candès, Emmanuel J},
  title = {Statistical estimation and testing via the sorted L1 norm},
  date = {2013},
  eprint = {1310.1969},
  eprinttype = {arXiv},
  sortyear = {2013d},
}

@article{RandomizedNLA,
  author = {Witten, Rafi and Candès, Emmanuel},
  title = {Randomized algorithms for low-rank matrix factorizations: Sharp performance bounds},
  journaltitle = {Algorithmica},
  publisher = {Springer},
  volume = {72},
  number = {1},
  pages = {264--281},
  date = {2013},
  sortyear = {2013c},
}

@article{L+S-MRI,
  author = {Otazo, Ricardo and Candès, Emmanuel and Sodickson, Daniel},
  title = {Low-rank plus sparse matrix decomposition for accelerated dynamic MRI with separation of background and dynamic components},
  journaltitle = {Magnetic Resonance in Medicine},
  volume = {73},
  number = {3},
  pages = {1125--1136},
  date = {2015},
  sortyear = {2013b},
}

@article{RobustSubspaceClustering,
  author = {Soltanolkotabi, Mahdi and Elhamifar, Ehsan and Candès, Emmanuel J},
  title = {Robust subspace clustering},
  journaltitle = {Annals of Statistics},
  publisher = {Institute of Mathematical Statistics},
  volume = {42},
  number = {2},
  pages = {669--699},
  date = {2014},
  sortyear = {2013a},
}

@article{robust_SR,
  author = {Candès, Emmanuel J and Fernandez-Granda, Carlos},
  title = {Super-resolution from noisy data},
  journaltitle = {Journal of Fourier Analysis and Applications},
  publisher = {Springer},
  volume = {19},
  number = {6},
  pages = {1229--1254},
  date = {2013},
  sortyear = {2012i},
}

@article{SURE_SVT,
  author = {Candès, Emmanuel J and Sing-Long, Carlos and Trzasko, Joshua D and others},
  title = {Unbiased risk estimates for singular value thresholding and spectral estimators},
  journaltitle = {IEEE Transactions on Signal Processing},
  publisher = {IEEE},
  volume = {61},
  number = {19},
  pages = {4643--4657},
  date = {2013},
  sortyear = {2012h},
}

@article{GroupTesting,
  author = {Van Den Berg, Ewout and Candès, Emmanuel and Chinn, Garry and Levin, Craig and Olcott, Peter Demetri and Sing-Long, Carlos},
  title = {Single-photon sampling architecture for solid-state imaging sensors},
  journaltitle = {Proceedings of the National Academy of Sciences},
  publisher = {National Acad Sciences},
  volume = {110},
  number = {30},
  pages = {E2752--E2761},
  date = {2013},
  sortyear = {2012g},
}

@article{ImprovedPL,
  author = {Candès, Emmanuel J and Li, Xiaodong},
  title = {Solving quadratic equations via PhaseLift when there are about as many equations as unknowns},
  journaltitle = {Foundations of Computational Mathematics},
  publisher = {Springer},
  volume = {14},
  number = {5},
  pages = {1017--1026},
  date = {2014},
  sortyear = {2012f},
}

@article{LatentVariables,
  author = {Candès, Emmanuel J and Soltanolkotabi, Mahdi},
  title = {Discussion of `Latent variable graphical model selection via convex optimization'},
  journaltitle = {Annals of Statistics},
  publisher = {Institute of Mathematical Statistics},
  volume = {40},
  number = {4},
  pages = {1997--2004},
  date = {2012},
  sortyear = {2012e},
}

@article{adap_restart_paper,
  author = {O’Donoghue, Brendan and Candès, Emmanuel},
  title = {Adaptive restart for accelerated gradient schemes},
  journaltitle = {Foundations of Computational Mathematics},
  publisher = {Springer},
  volume = {15},
  number = {3},
  pages = {715--732},
  date = {2013},
  sortyear = {2012d},
}

@article{super-res,
  author = {Candès, Emmanuel J and Fernandez-Granda, Carlos},
  title = {Towards a mathematical theory of super-resolution},
  journaltitle = {Communications on Pure and Applied Mathematics},
  volume = {67},
  number = {6},
  pages = {906--956},
  date = {2014},
  sortyear = {2012c},
}

@article{RMPI_20120630,
  author = {Yoo, Juhwan and Turnes, Christopher and Nakamura, Eric and Le, Chi and Becker, Stephen and Sovero, Emilio and Wakin, Michael and Grant, Michael and Romberg, Justin and Emami-Neyestanak, Azita and Candès, Emmanuel J},
  title = {A compressed sensing parameter extraction platform for radar pulse signal acquisition},
  journaltitle = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
  publisher = {IEEE},
  volume = {2},
  number = {3},
  pages = {626--638},
  date = {2012},
  sortyear = {2012b},
}

@article{NUS_20120628,
  author = {Wakin, Michael and Becker, Stephen and Nakamura, Eric and Grant, Michael and Sovero, Emilio and Ching, Daniel and Yoo, Juhwan and Romberg, Justin and Emami-Neyestanak, Azita and Candès, Emmanuel},
  title = {A nonuniform sampler for wideband spectrally-sparse environments},
  journaltitle = {IEEE Journal on Emerging and Selected Topics in Circuits and Systems},
  publisher = {IEEE},
  volume = {2},
  number = {3},
  pages = {516--529},
  date = {2012},
  sortyear = {2012a},
}

@article{SubspaceClustering,
  author = {Soltanolkotabi, Mahdi and Candès, Emmanuel J},
  title = {A geometric analysis of subspace clustering with outliers},
  journaltitle = {Annals of Statistics},
  publisher = {Institute of Mathematical Statistics},
  volume = {40},
  number = {4},
  pages = {2195--2238},
  date = {2012},
  sortyear = {2011g},
}

@article{CFM,
  author = {Studer, Vincent and Bobin, Jérome and Chahid, Makhlad and Mousavi, Hamed Shams and Candès, Emmanuel and Dahan, Maxime},
  title = {Compressive fluorescence microscopy for biological and hyperspectral imaging},
  journaltitle = {Proceedings of the National Academy of Sciences},
  publisher = {National Acad Sciences},
  volume = {109},
  number = {26},
  pages = {E1679--E1687},
  date = {2012},
  sortyear = {2011f},
}

@article{adaptive,
  author = {Arias-Castro, Ery and Candès, Emmanuel J and Davenport, Mark and others},
  title = {On the fundamental limits of adaptive sensing},
  journaltitle = {IEEE Transactions on Information Theory},
  publisher = {IEEE},
  volume = {59},
  number = {1},
  pages = {472--481},
  date = {2013},
  sortyear = {2011e},
}

@article{ExactPR,
  author = {Candès, Emmanuel J and Strohmer, Thomas and Voroninski, Vladislav},
  title = {PhaseLift: Exact and stable signal recovery from magnitude measurements via convex programming},
  journaltitle = {Communications on Pure and Applied Mathematics},
  volume = {66},
  number = {8},
  pages = {1241--1274},
  date = {2013},
  sortyear = {2011d},
}

@article{PhaseRetrieval,
  author = {Candès, Emmanuel J and Eldar, Yonina C and Strohmer, Thomas and Voroninski, Vladislav},
  title = {Phase retrieval via matrix completion},
  journaltitle = {SIAM Journal on Imaging Sciences},
  publisher = {SIAM},
  volume = {6},
  number = {1},
  pages = {199--225},
  date = {2013},
  sortyear = {2011c},
}

@article{dual_multiplier,
  author = {Candès, Emmanuel and Recht, Benjamin},
  title = {Simple bounds for recovering low-complexity models},
  journaltitle = {Mathematical Programming},
  publisher = {Springer},
  volume = {141},
  number = {1-2},
  pages = {577--589},
  date = {2013},
  sortyear = {2011b},
}

@article{HowWell,
  author = {Candès, Emmanuel J and Davenport, Mark A},
  title = {How well can we estimate a sparse vector?},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {34},
  number = {2},
  pages = {317--323},
  date = {2013},
  sortyear = {2011a},
}

@article{IncoherenceCS,
  author = {Candès, Emmanuel J and Plan, Yaniv},
  title = {A probabilistic and RIPless theory of compressed sensing},
  journaltitle = {IEEE Transactions on Information Theory},
  publisher = {IEEE},
  volume = {57},
  number = {11},
  pages = {7235--7254},
  date = {2011},
  sortyear = {2010g},
}

@article{TFOCS,
  author = {Becker, Stephen and Candès, Emmanuel J and Grant, Michael},
  title = {Templates for convex cone problems with applications to sparse signal recovery},
  journaltitle = {Mathematical Programming Computation},
  publisher = {Springer},
  volume = {3},
  number = {3},
  pages = {165--218},
  date = {2011},
  sortyear = {2010f},
}

@article{GlobalTesting,
  author = {Arias-Castro, Ery and Candès, Emmanuel J and Plan, Yaniv},
  title = {Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism},
  journaltitle = {Annals of Statistics},
  volume = {39},
  number = {5},
  pages = {2533--2556},
  date = {2011},
  sortyear = {2010e},
}

@article{CoherentCS,
  author = {Candès, Emmanuel J and Eldar, Yonina C and Needell, Deanna and Randall, Paige},
  title = {Compressed sensing with coherent and redundant dictionaries},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {31},
  number = {1},
  pages = {59--73},
  date = {2011},
  sortyear = {2010d},
}

@inproceedings{StableRPCA,
  author = {Zhou, Zihan and Li, Xiaodong and Wright, John and Candès, Emmanuel and Ma, Yi},
  title = {Stable principal component pursuit},
  booktitle = {Proceedings of International Symposium on Information Theory},
  organization = {IEEE},
  pages = {1518--1522},
  date = {2010},
  sortyear = {2010c},
}

@inproceedings{DenseRPCA,
  author = {Ganesh, Arvind and Wright, John and Li, Xiaodong and Candès, Emmanuel J and Ma, Yi},
  title = {Dense error correction for low-rank matrices via principal component pursuit},
  booktitle = {Proceedings of International Symposium on Information Theory},
  organization = {IEEE},
  pages = {1513--1517},
  date = {2010},
  sortyear = {2010b},
}

@article{ClusterDetect,
  author = {Arias-Castro, Ery and Candès, Emmanuel J and Durand, Arnaud},
  title = {Detection of an anomalous cluster in a network},
  journaltitle = {Annals of Statistics},
  volume = {39},
  number = {1},
  pages = {278--304},
  date = {2011},
  sortyear = {2010a},
}

@article{RobustPCA,
  author = {Candès, Emmanuel J and Li, Xiaodong and Ma, Yi and Wright, John},
  title = {Robust principal component analysis?},
  journaltitle = {Journal of the ACM},
  publisher = {ACM},
  volume = {58},
  number = {3},
  pages = {11},
  date = {2011},
  sortyear = {2009f},
}

@article{MatrixOracle,
  author = {Candès, Emmanuel J and Plan, Yaniv},
  title = {Tight oracle inequalities for low-rank matrix recovery from a minimal number of noisy random measurements},
  journaltitle = {IEEE Transactions on Information Theory},
  publisher = {IEEE},
  volume = {57},
  number = {4},
  pages = {2342--2359},
  date = {2011},
  sortyear = {2009e},
}

@article{quant_compr_sens,
  author = {Zymnis, Argyrios and Boyd, Stephen and Candès, Emmanuel},
  title = {Compressed sensing with quantized measurements},
  journaltitle = {Signal Processing Letters},
  publisher = {IEEE},
  volume = {17},
  number = {2},
  pages = {149--152},
  date = {2010},
  sortyear = {2009d},
}

@article{NESTA,
  author = {Becker, Stephen and Bobin, Jérôme and Candès, Emmanuel J},
  title = {NESTA: A fast and accurate first-order method for sparse recovery},
  journaltitle = {SIAM Journal on Imaging Sciences},
  publisher = {SIAM},
  volume = {4},
  number = {1},
  pages = {1--39},
  date = {2011},
  sortyear = {2009c},
}

@article{NoisyCompletion,
  author = {Candès, Emmanuel J and Plan, Yaniv},
  title = {Matrix completion with noise},
  journaltitle = {Proceedings of the IEEE},
  publisher = {IEEE},
  volume = {98},
  number = {6},
  pages = {925--936},
  date = {2010},
  sortyear = {2009b},
}

@article{OptimalCompletion,
  author = {Candès, Emmanuel J and Tao, Terence},
  title = {The power of convex relaxation: Near-optimal matrix completion},
  journaltitle = {IEEE Transactions on Information Theory},
  publisher = {IEEE},
  volume = {56},
  number = {5},
  pages = {2053--2080},
  date = {2010},
  sortyear = {2009a},
}

@article{itNL1208,
  author = {Candès, Emmanuel J and Tao, Terence},
  title = {Reflections on compressed sensing},
  journaltitle = {IEEE Information Theory Society Newsletter},
  volume = {58},
  number = {4},
  pages = {14--17},
  date = {2008},
  sortyear = {2008e},
}

@article{SVT,
  author = {Cai, Jian-Feng and Candès, Emmanuel J and Shen, Zuowei},
  title = {A singular value thresholding algorithm for matrix completion},
  journaltitle = {SIAM Journal on Optimization},
  publisher = {SIAM},
  volume = {20},
  number = {4},
  pages = {1956--1982},
  date = {2010},
  sortyear = {2008d},
}

@article{ButterflyFIO,
  author = {Candès, Emmanuel and Demanet, Laurent and Ying, Lexing},
  title = {A fast butterfly algorithm for the computation of Fourier integral operators},
  journaltitle = {Multiscale Modeling \& Simulation},
  publisher = {SIAM},
  volume = {7},
  number = {4},
  pages = {1727--1750},
  date = {2009},
  sortyear = {2008c},
}

@article{MatrixCompletion,
  author = {Candès, Emmanuel J and Recht, Benjamin},
  title = {Exact matrix completion via convex optimization},
  journaltitle = {Foundations of Computational Mathematics},
  publisher = {Springer},
  volume = {9},
  number = {6},
  pages = {717--772},
  date = {2009},
  sortyear = {2008b},
}

@article{RIP,
  author = {Candès, Emmanuel J},
  title = {The restricted isometry property and its implications for compressed sensing},
  journaltitle = {Comptes Rendus Mathematique},
  publisher = {Elsevier},
  volume = {346},
  number = {9},
  pages = {589--592},
  date = {2008},
  sortyear = {2008a},
}

@article{LassoPredict,
  author = {Candès, Emmanuel J and Plan, Yaniv},
  title = {Near-ideal model selection by $\ell_1$ minimization},
  journaltitle = {Annals of Statistics},
  publisher = {Institute of Mathematical Statistics},
  volume = {37},
  number = {5A},
  pages = {2145--2177},
  date = {2009},
  sortyear = {2007e},
}

@article{rwl1,
  author = {Candès, Emmanuel J and Wakin, Michael B and Boyd, Stephen P},
  title = {Enhancing sparsity by reweighted $\ell_1$ minimization},
  journaltitle = {Journal of Fourier Analysis and Applications},
  publisher = {Springer},
  volume = {14},
  number = {5-6},
  pages = {877--905},
  date = {2008},
  sortyear = {2007d},
}

@article{spm-robustcs-v05,
  author = {Candès, Emmanuel J and Wakin, Michael B},
  title = {An introduction to compressive sampling},
  journaltitle = {Signal Processing Magazine},
  publisher = {IEEE},
  volume = {25},
  number = {2},
  pages = {21--30},
  date = {2008},
  sortyear = {2007c},
}

@article{rejoinder,
  author = {Candès, Emmanuel J and Tao, Terence},
  title = {Rejoinder: `The Dantzig selector: Statistical estimation when $p$ is much larger than $n$'},
  journaltitle = {Annals of Statistics},
  volume = {35},
  number = {6},
  pages = {2392--2404},
  date = {2007},
  sortyear = {2007b},
}

@article{PathDetect,
  author = {Arias-Castro, Ery and Candès, Emmanuel J and Helgason, Hannes and Zeitouni, Ofer},
  title = {Searching for a trail of evidence in a maze},
  journaltitle = {Annals of Statistics},
  volume = {36},
  number = {4},
  pages = {1726--1757},
  date = {2008},
  sortyear = {2007a},
}

@article{GrossErrorsSmallErrors,
  author = {Candès, Emmanuel J and Randall, Paige},
  title = {Highly robust error correction by convex programming},
  journaltitle = {IEEE Trans\-ac\-tions on Information Theory},
  publisher = {IEEE},
  volume = {54},
  number = {7},
  pages = {2829--2840},
  date = {2008},
  sortyear = {2006f},
}

@article{PartialMeasurements,
  author = {Candès, Emmanuel J and Romberg, Justin},
  title = {Sparsity and incoherence in compressive sampling},
  journaltitle = {Inverse Problems},
  publisher = {IOP Publishing},
  volume = {23},
  number = {3},
  pages = {969},
  date = {2007},
  sortyear = {2006e},
}

@article{FastFIO,
  author = {Candès, Emmanuel J and Demanet, Laurent and Ying, Lexing},
  title = {Fast computation of Fourier integral operators},
  journaltitle = {SIAM Journal on Scientific Computing},
  publisher = {SIAM},
  volume = {29},
  number = {6},
  pages = {2464--2493},
  date = {2007},
  sortyear = {2006d},
}

@inproceedings{CompressiveSampling,
  author = {Candès, Emmanuel J},
  title = {Compressive sampling},
  booktitle = {Proceedings of the International Congress of Mathematicians},
  volume = {3},
  pages = {1433--1452},
  date = {2006},
  location = {Madrid, Spain},
  sortyear = {2006c},
}

@article{ChirpDetection,
  author = {Candès, Emmanuel J and Charlton, Philip R and Helgason, Hannes},
  title = {Detecting highly oscillatory signals by chirplet path pursuit},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {24},
  number = {1},
  pages = {14--40},
  date = {2008},
  sortyear = {2006b},
}

@article{GeodesicFlow,
  author = {Candès, Emmanuel J and Ying, Lexing},
  title = {Fast geodesics computation with the phase flow method},
  journaltitle = {Journal of Computational Physics},
  publisher = {Elsevier},
  volume = {220},
  number = {1},
  pages = {6--18},
  date = {2006},
  sortyear = {2006a},
}

@article{NonlinearEstimation,
  author = {Candès, Emmanuel J},
  title = {Modern statistical estimation via oracle inequalities},
  journaltitle = {Acta Numerica},
  publisher = {Cambridge University Press},
  volume = {15},
  pages = {257--325},
  date = {2006},
  sortyear = {2005f},
}

@article{PhaseFlow,
  author = {Candès, Emmanuel J and Ying, Lexing},
  title = {The phase flow method},
  journaltitle = {Journal of Computational Physics},
  publisher = {Elsevier},
  volume = {220},
  number = {1},
  pages = {184--215},
  date = {2006},
  sortyear = {2005e},
}

@article{FDCT,
  author = {Candès, Emmanuel J and Demanet, Laurent and Donoho, David and Ying, Lexing},
  title = {Fast discrete curvelet transforms},
  journaltitle = {Multiscale Modeling \& Simulation},
  publisher = {SIAM},
  volume = {5},
  number = {3},
  pages = {861--899},
  date = {2006},
  sortyear = {2005d},
}

@article{DantzigSelector,
  author = {Candès, Emmanuel J and Tao, Terence},
  title = {The Dantzig selector: Statistical estimation when $p$ is much larger than $n$},
  journaltitle = {Annals of Statistics},
  volume = {35},
  number = {6},
  pages = {2313--2351},
  date = {2007},
  sortyear = {2005c},
}

@inproceedings{FOCS05,
  author = {Candès, Emmanuel J and Rudelson, Mark and Tao, Terence and Vershynin, Roman},
  title = {Error correction via linear programming},
  booktitle = {Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS)},
  organization = {IEEE},
  pages = {295--308},
  date = {2005},
  sortyear = {2005b},
}

@article{StableRecovery,
  author = {Candès, Emmanuel J and Romberg, Justin and Tao, Terence},
  title = {Stable signal recovery from incomplete and inaccurate meas\-ure\-ments},
  journaltitle = {Communications on Pure and Applied Mathematics},
  volume = {59},
  number = {8},
  pages = {1207--1223},
  date = {2006},
  sortyear = {2005a},
}

@article{DecodingLP,
  author = {Candès, Emmanuel J and Tao, Terence},
  title = {Decoding by linear programming},
  journaltitle = {IEEE Transactions on Information Theory},
  volume = {51},
  number = {12},
  pages = {4203--4215},
  date = {2005},
  sortyear = {2004f},
}

@inproceedings{PracticalRecovery,
  author = {Candès, Emmanuel J and Romberg, Justin},
  title = {Practical signal recovery from random projections},
  booktitle = {Wavelet Applications in Signal and Image Processing XI},
  volume = {5914},
  date = {2005},
  series = {Proc. SPIE},
  sortyear = {2004e},
}

@article{OptimalRecovery,
  author = {Candès, Emmanuel J and Tao, Terence},
  title = {Near-optimal signal recovery from random projections: Universal encoding strategies?},
  journaltitle = {IEEE Transactions on Information Theory},
  volume = {52},
  number = {12},
  pages = {5406--5425},
  date = {2006},
  sortyear = {2004d},
}

@article{RandomBasisPursuit,
  author = {Candès, Emmanuel J and Romberg, Justin},
  title = {Quantitative robust uncertainty principles and optimally sparse decompositions},
  journaltitle = {Foundations of Computational Mathematics},
  publisher = {Springer},
  volume = {6},
  number = {2},
  pages = {227--254},
  date = {2006},
  sortyear = {2004c},
}

@article{ExactRecovery,
  author = {Candès, Emmanuel J and Romberg, Justin and Tao, Terence},
  title = {Robust uncertainty principles: Exact signal reconstruction from highly incomplete frequency information},
  journaltitle = {IEEE Transactions on Information Theory},
  volume = {52},
  number = {2},
  pages = {489--509},
  date = {2006},
  sortyear = {2004b},
}

@article{CurveletsWaves,
  author = {Candès, Emmanuel J and Demanet, Laurent},
  title = {The curvelet representation of wave propagators is optimally sparse},
  journaltitle = {Communications on Pure and Applied Mathematics},
  volume = {58},
  number = {11},
  pages = {1472--1528},
  date = {2005},
  sortyear = {2004a},
}

@article{ContCurveletTransform-I,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Continuous curvelet transform: I.\ Resolution of the wavefront set},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {19},
  number = {2},
  pages = {162--197},
  date = {2005},
  sortyear = {2003a},
}

@article{ContCurveletTransform-II,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Continuous curvelet transform: II.\ Discretization and frames},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {19},
  number = {2},
  pages = {198--222},
  date = {2005},
  sortyear = {2003b},
}

@report{Chirplets,
  author = {Candès, Emmanuel J},
  title = {Multiscale chirplets and near-optimal recovery of chirps},
  date = {2002},
  institution = {Department of Statistics, Stanford University},
  sortyear = {2002g},
  type = {techreport},
}

@article{CurveEdges,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {New tight frames of curvelets and optimal representations of objects with piecewise C2 singularities},
  journaltitle = {Communications on Pure and Applied Mathematics},
  publisher = {Wiley Online Library},
  volume = {57},
  number = {2},
  pages = {219--266},
  date = {2004},
  sortyear = {2002f},
}

@article{CurveletsFIO,
  author = {Candès, Emmanuel J and Demanet, Laurent},
  title = {Curvelets and Fourier integral operators},
  journaltitle = {Comptes Rendus Mathematique},
  publisher = {Elsevier},
  volume = {336},
  number = {5},
  pages = {395--398},
  date = {2003},
  sortyear = {2002e},
}

@article{Astro,
  author = {Starck, Jean-Luc and Donoho, David L and Candès, Emmanuel J},
  title = {Astronomical image representation by the curvelet transform},
  journaltitle = {Astronomy \& Astrophysics},
  publisher = {EDP Sciences},
  volume = {398},
  number = {2},
  pages = {785--800},
  date = {2003},
  sortyear = {2002d},
}

@article{DIoRP,
  author = {Flesia, A G and Hel-Or, H and Averbuch, A and Candès, Emmanuel J and Coifman, R R and Donoho, David L},
  title = {Digital implementation of ridgelet packets},
  journaltitle = {Studies in Computational Mathematics},
  publisher = {Elsevier},
  volume = {10},
  pages = {31--60},
  date = {2003},
  sortyear = {2002c},
}

@article{TV_synthesis,
  author = {Candès, Emmanuel J and Guo, Franck},
  title = {New multiscale transforms, minimum total variation synthesis: Applications to edge-preserving image reconstruction},
  journaltitle = {Signal Processing},
  publisher = {Elsevier},
  volume = {82},
  number = {11},
  pages = {1519--1543},
  date = {2002},
  sortyear = {2002b},
}

@inproceedings{at_popov,
  author = {Candès, Emmanuel J},
  title = {New ties between computational harmonic analysis and approximation theory},
  booktitle = {Approximation Theory X},
  publisher = {Vanderbilt University Press},
  pages = {87--153},
  date = {2002},
  sortyear = {2002a},
}

@article{Cont_Enhance,
  author = {Starck, Jean-Luc and Murtagh, Fionn and Candès, Emmanuel J and Donoho, David L},
  title = {Gray and color image contrast enhancement by the curvelet transform},
  journaltitle = {IEEE Transactions on Image Processing},
  publisher = {IEEE},
  volume = {12},
  number = {6},
  pages = {706--717},
  date = {2003},
  sortyear = {2001b},
}

@inproceedings{SPIE01,
  author = {Starck, Jean-Luc and Candès, Emmanuel J and Donoho, David L},
  title = {Very high quality image restoration by combining wavelets and curvelets},
  booktitle = {Wavelet Applications in Signal and Image Processing IX},
  volume = {4478},
  date = {2001},
  editor = {Aldroubi, A and Laine, A F and Unser, M A},
  series = {Proc. SPIE},
  sortyear = {2001a},
}

@article{CurveDenoise,
  author = {Starck, Jean-Luc and Candès, Emmanuel J and Donoho, David L},
  title = {The curvelet transform for image denoising},
  journaltitle = {IEEE Trans\-ac\-tions on Image Processing},
  publisher = {IEEE},
  volume = {11},
  number = {6},
  pages = {670--684},
  date = {2002},
  sortyear = {2000e},
}

@inproceedings{SPIE_Curvelets,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Curvelets, multiresolution representation, and scaling laws},
  booktitle = {Wavelet Applications in Signal and Image Processing VIII},
  volume = {4119},
  date = {2000},
  editor = {Aldroubi, A and Laine, A F and Unser, M A},
  series = {Proc. SPIE},
  sortyear = {2000d},
}

@inproceedings{SPIE_Radon,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Curvelets and reconstruction of images from noisy radon data},
  booktitle = {Wavelet Applications in Signal and Image Processing VIII},
  volume = {4119},
  date = {2000},
  editor = {Aldroubi, A and Laine, A F and Unser, M A},
  series = {Proc. SPIE},
  sortyear = {2000c},
}

@article{CurveInverse,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Recovering edges in ill-posed inverse problems: Optimality of curvelet frames},
  journaltitle = {Annals of Statistics},
  publisher = {JSTOR},
  pages = {784--842},
  date = {2002},
  sortyear = {2000b},
}

@article{Curves_and_Curvelets,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Curvelets and curvilinear integrals},
  journaltitle = {Journal of Approximation Theory},
  publisher = {Elsevier},
  volume = {113},
  number = {1},
  pages = {59--90},
  date = {2001},
  sortyear = {2000a},
}

@incollection{StMalo,
  author = {Candès, Emmanuel J},
  title = {Ridgelets and their derivatives: Representation of images with edges},
  booktitle = {Curves and Surfaces},
  publisher = {Vanderbilt University Press},
  date = {1999},
  editor = {Schumaker, Larry L and others},
  sortyear = {1999g},
}

@incollection{Curvelet-SMStyle,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Curvelets: A surprisingly effective nonadaptive representation for objects with edges},
  booktitle = {Curves and Surfaces},
  publisher = {Vanderbilt University Press},
  date = {1999},
  editor = {Schumaker, Larry L and others},
  sortyear = {1999f},
}

@article{Ridgelet_Stat,
  author = {Candès, Emmanuel J},
  title = {Ridgelets: Estimating with ridge functions},
  journaltitle = {Annals of Statistics},
  publisher = {JSTOR},
  pages = {1561--1599},
  date = {2003},
  sortyear = {1999e},
}

@article{Mutilated,
  author = {Candès, Emmanuel J},
  title = {Ridgelets and the representation of mutilated Sobolev functions},
  journaltitle = {SIAM Journal on Math\-e\-ma\-ti\-cal Analysis},
  publisher = {SIAM},
  volume = {33},
  number = {2},
  pages = {347--368},
  date = {2001},
  sortyear = {1999d},
}

@report{Monoscale,
  author = {Candès, Emmanuel J},
  title = {Monoscale ridgelets for the representation of images with edges},
  date = {1999},
  institution = {Department of Statistics, Stanford University},
  sortyear = {1999c},
  type = {techreport},
}

@article{RoySoc,
  author = {Candès, Emmanuel J and Donoho, David L},
  title = {Ridgelets: A key to higher-dimensional intermittency?},
  journaltitle = {Philosophical Transactions of the Royal Society of London A},
  publisher = {The Royal Society},
  volume = {357},
  number = {1760},
  pages = {2495--2509},
  date = {1999},
  sortyear = {1999b},
}

@article{Harm_Net,
  author = {Candès, Emmanuel J},
  title = {Harmonic analysis of neural networks},
  journaltitle = {Applied and Computational Harmonic Analysis},
  publisher = {Elsevier},
  volume = {6},
  number = {2},
  pages = {197--218},
  date = {1999},
  sortyear = {1999a},
}

@thesis{Thesis,
  author = {Candès, Emmanuel J},
  title = {Ridgelets: Theory and applications},
  date = {1998},
  institution = {Department of Statistics, Stanford University},
  sortyear = {1998},
  type = {phdthesis},
}