E. Candès

Most-cited papers

Conformalized Quantile Regression
Yaniv Romano, Evan Patterson, E. Candès
2019Neural Information Processing Systems1,271 citations
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Conformal Prediction Under Covariate Shift
R. Tibshirani, R. F. Barber, E. Candès, Aaditya Ramdas
2019Neural Information Processing Systems931 citations
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Adaptive Conformal Inference Under Distribution Shift
Isaac Gibbs, E. Candès
2021Neural Information Processing Systems710 citations Open access
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Conformal prediction beyond exchangeability
R. F. Barber, E. Candès, Aaditya Ramdas, R. Tibshirani
2022Annals of Statistics651 citations Open access
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Classification with Valid and Adaptive Coverage
Yaniv Romano, Matteo Sesia, E. Candès
2020Neural Information Processing Systems613 citations
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Predictive inference with the jackknife+
R. F. Barber, E. Candès, Aaditya Ramdas, R. Tibshirani
2019Annals of Statistics521 citations Open access
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The limits of distribution-free conditional predictive inference
Rina Foygel Barber, E. Candès, Aaditya Ramdas, R. Tibshirani
2019Information and Inference A Journal of the IMA442 citations Open access
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Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control
Anastasios Nikolas Angelopoulos, Stephen Bates, E. Candès, Michael I. Jordan +1 more
2021Annals of Applied Statistics355 citations Open access
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A modern maximum-likelihood theory for high-dimensional logistic regression
P. Sur, E. Candès
2018Proceedings of the National Academy of Sciences of the United States of America347 citations Open access
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Panning for Gold: Model-free Knockoffs for High-dimensional Controlled Variable Selection
E. Candès, Ying-Ying Fan, Lucas Janson, Jin-Chi Lv
2016302 citations
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Conformal inference of counterfactuals and individual treatment effects
Li-Hua Lei, E. Candès
2020Journal of The Royal Statistical Society Series B-statistical Methodology291 citations Open access
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Testing for outliers with conformal p-values
Stephen Bates, E. Candès, Li-Hua Lei, Yaniv Romano +1 more
2021Annals of Statistics254 citations Open access
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Conformal Inference for Online Prediction with Arbitrary Distribution Shifts
Isaac Gibbs, E. Candès
2022Journal of machine learning research240 citations Open access
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Conformal prediction with conditional guarantees
Isaac Gibbs, John J. Cherian, E. Candès
2023Journal of The Royal Statistical Society Series B-statistical Methodology212 citations Open access
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A knockoff filter for high-dimensional selective inference
R. F. Barber, E. Candès
2016Annals of Statistics212 citations Open access
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False Discoveries Occur Early on the Lasso Path
Weijie Su, M. Bogdan, E. Candès
2015arXiv.org210 citations Open access
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Conformal PID Control for Time Series Prediction
Anastasios Nikolas Angelopoulos, E. Candès, R. Tibshirani
2023Neural Information Processing Systems177 citations Open access
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Deep Knockoffs
Yaniv Romano, Matteo Sesia, E. Candès
2018Journal of the American Statistical Association172 citations Open access
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Gene hunting with hidden Markov model knockoffs
Matteo Sesia, C. Sabatti, E. Candès
2017Biometrika159 citations Open access
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The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression
E. Candès, P. Sur
2018Annals of Statistics158 citations Open access
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A comparison of some conformal quantile regression methods
Matteo Sesia, E. Candès
2019Stat151 citations Open access
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SLOPE is Adaptive to Unknown Sparsity and Asymptotically Minimax
Weijie Su, E. Candès
2015arXiv.org151 citations Open access
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Robust inference with knockoffs
R. F. Barber, E. Candès, R. Samworth
2018Annals of Statistics139 citations Open access
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Super-Resolution of Positive Sources: The Discrete Setup
V. Morgenshtern, E. Candès
2015SIAM Journal of Imaging Sciences138 citations Open access
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Controlling the Rate of GWAS False Discoveries
Damian Brzyski, Christine B. Peterson, P. Sobczyk, E. Candès +2 more
2016Genetics133 citations Open access
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Uncertainty Quantification over Graph with Conformalized Graph Neural Networks
Kexin Huang, Ying Jin, E. Candès, J. Leskovec
2023Neural Information Processing Systems127 citations Open access
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Conformalized Survival Analysis.
E. Candès, Li-Hua Lei, Zhi-Mei Ren
2021Journal of The Royal Statistical Society Series B-statistical Methodology123 citations Open access
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Large language model validity via enhanced conformal prediction methods
John J. Cherian, Isaac Gibbs, E. Candès
2024Neural Information Processing Systems122 citations
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Sensitivity analysis of individual treatment effects: A robust conformal inference approach
Ying Jin, Zhi-Mei Ren, E. Candès
2021Proceedings of the National Academy of Sciences of the United States of America114 citations Open access
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The likelihood ratio test in high-dimensional logistic regression is asymptotically a rescaled Chi-square
P. Sur, Yuxin Chen, E. Candès
2017Probability theory and related fields104 citations Open access
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Selection by Prediction with Conformal p-values
Ying Jin, E. Candès
2022Journal of machine learning research102 citations
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Multi-resolution localization of causal variants across the genome
Matteo Sesia, E. Katsevich, Stephen Bates, E. Candès +1 more
2019Nature Communications97 citations Open access
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The Projected Power Method: An Efficient Algorithm for Joint Alignment from Pairwise Differences
Yuxin Chen, E. Candès
2016Communications on Pure and Applied Mathematics97 citations Open access
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Cross-prediction-powered inference
Tijana Zrnic, E. Candès
2023Proceedings of the National Academy of Sciences of the United States of America92 citations Open access
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Metropolized Knockoff Sampling
Stephen Bates, E. Candès, Lucas Janson, Wenshuo Wang
2019Journal of the American Statistical Association87 citations Open access
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False discovery rate control in genome-wide association studies with population structure
Matteo Sesia, Stephen Bates, E. Candès, J. Marchini +1 more
2021Proceedings of the National Academy of Sciences of the United States of America84 citations Open access
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With Malice Towards None: Assessing Uncertainty via Equalized Coverage
Yaniv Romano, R. F. Barber, C. Sabatti, E. Candès
2019arXiv.org67 citations
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Achieving Equalized Odds by Resampling Sensitive Attributes
Yaniv Romano, Stephen Bates, E. Candès
2020Neural Information Processing Systems66 citations
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Derandomizing Knockoffs
Zhi-Mei Ren, Yuting Wei, E. Candès
202059 citations Open access
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Causal inference in genetic trio studies
Stephen Bates, Matteo Sesia, C. Sabatti, E. Candès
2020Proceedings of the National Academy of Sciences of the United States of America56 citations Open access
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Supplemental Materials for : “ The Likelihood Ratio Test in High-Dimensional Logistic Regression Is Asymptotically a Rescaled Chi-Square ”
P. Sur, Yuxin Chen, E. Candès
201754 citations
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The asymptotic distribution of the MLE in high-dimensional logistic models: Arbitrary covariance
Qian Zhao, P. Sur, E. Candès
2020Bernoulli50 citations Open access
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Holographic phase retrieval and reference design
David A. Barmherzig, Ju Sun, Po-Nan Li, T. Lane +1 more
2019Inverse Problems44 citations Open access
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Model-free selective inference under covariate shift via weighted conformal p-values
Ying Jin, E. Candès
2023Biometrika43 citations
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A Power and Prediction Analysis for Knockoffs with Lasso Statistics
A. Weinstein, R. F. Barber, E. Candès
201741 citations
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Permutation Tests Using Arbitrary Permutation Distributions
Aaditya Ramdas, R. F. Barber, E. Candès, R. Tibshirani
2022Sankhya A38 citations Open access
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Boosted Conformal Prediction Intervals
Ran Xie, R. F. Barber, E. Candès
2024Neural Information Processing Systems34 citations Open access
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GhostKnockoff inference empowers identification of putative causal variants in genome-wide association studies
Zihuai He, Lin-Xi Liu, M. Belloy, Y. le Guen +11 more
2022Nature Communications31 citations Open access
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Statistical Inference for Fairness Auditing
John J. Cherian, E. Candès
2023Journal of machine learning research30 citations Open access
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Gene Hunting with Knockoffs for Hidden Markov Models
Matteo Sesia, C. Sabatti, E. Candès
201730 citations
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