Emmanuel Candes

30 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-9234-924X

Stanford University

Publications

• Model-free selective inference under covariate shift via weighted conformal p-values — Biometrika 2026
• Learn then test: Calibrating predictive algorithms to achieve risk control — The Annals of Applied Statistics 2025
• Conformal prediction with conditional guarantees — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
• Conformalized survival analysis — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2023
• Knockoffs with side information — The Annals of Applied Statistics 2023
• Derandomizing Knockoffs — Journal of the American Statistical Association 2023
• Conformal prediction beyond exchangeability — The Annals of Statistics 2023
• Testing for outliers with conformal p-values — The Annals of Statistics 2023
• A power analysis for model-X knockoffs with ℓp-regularized statistics — The Annals of Statistics 2023
• Searching for robust associations with a multi-environment knockoff filter — Biometrika 2022
• Predictive inference with the jackknife+ — The Annals of Statistics 2021
• Conformal inference of counterfactuals and individual treatment effects — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2021
• Robust inference with knockoffs — The Annals of Statistics 2020
• The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression — The Annals of Statistics 2020
• Deep Knockoffs — Journal of the American Statistical Association 2020
• Discussion of the Paper “Prediction, Estimation, and Attribution” by B. Efron — Journal of the American Statistical Association 2020
• A knockoff filter for high-dimensional selective inference — The Annals of Statistics 2019
• Gene hunting with hidden Markov model knockoffs — Biometrika 2019
• Rejoinder: ‘Gene hunting with hidden Markov model knockoffs’ — Biometrika 2019
• Panning for gold: ‘model-X’ knockoffs for high dimensional controlled variable selection — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2018
• False discoveries occur early on the Lasso path — The Annals of Statistics 2017
• EigenPrism: inference for high dimensional signal-to-noise ratios — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• SLOPE is adaptive to unknown sparsity and asymptotically minimax — The Annals of Statistics 2016
• SLOPE—Adaptive variable selection via convex optimization — The Annals of Applied Statistics 2015
• A geometric analysis of subspace clustering with outliers — The Annals of Statistics 2012
• Detection of an anomalous cluster in a network — The Annals of Statistics 2011
• Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism — The Annals of Statistics 2011
• Searching for a trail of evidence in a maze — The Annals of Statistics 2008
• Ridgelets: estimating with ridge functions — The Annals of Statistics 2003
• Recovering edges in ill-posed inverse problems: optimality of curvelet frames — The Annals of Statistics 2002