Classification with Valid and Adaptive Coverage Y Romano, M Sesia, E Candès Advances in Neural Information Processing Systems 33, 2020 | 225 | 2020 |
Gene hunting with hidden Markov model knockoffs M Sesia, C Sabatti, E Candès Biometrika 106 (1), 1-18, 2019 | 170* | 2019 |
Deep knockoffs Y Romano, M Sesia, E Candès Journal of the American Statistical Association, 1-12, 2019 | 149 | 2019 |
Testing for Outliers with Conformal p-values S Bates, E Candès, L Lei, Y Romano, M Sesia Annals of Statistics 51 (1), 149-178, 2023 | 113 | 2023 |
A comparison of some conformal quantile regression methods M Sesia, E Candès Stat 9 (1), e261, 2020 | 90 | 2020 |
Multi-resolution localization of causal variants across the genome M Sesia, E Katsevich, S Bates, E Candès, C Sabatti Nature communications 11 (1), 1093, 2020 | 86 | 2020 |
False discovery rate control in genome-wide association studies with population structure M Sesia, S Bates, E Candès, J Marchini, C Sabatti Proceedings of the National Academy of Sciences 118 (40), 2021 | 78* | 2021 |
Causal Inference in Genetic Trio Studies S Bates, M Sesia, C Sabatti, E Candès Proceedings of the National Academy of Sciences 117 (39), 24117-24126, 2020 | 66 | 2020 |
Conformal Prediction using Conditional Histograms M Sesia, Y Romano Advances in Neural Information Processing Systems 34, 2021 | 54* | 2021 |
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning BS Einbinder, Y Romano, M Sesia, Y Zhou Advances in Neural Information Processing Systems 35, 2022 | 34 | 2022 |
Knockoff: The Knockoff Filter for Controlled Variable Selection. R package E Patterson, M Sesia | 27* | 2018 |
Integrative conformal p-values for out-of-distribution testing with labelled outliers Z Liang, M Sesia, W Sun Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2024 | 25* | 2024 |
Searching for robust associations with a multi-environment knockoff filter S Li, M Sesia, Y Romano, E Candès, C Sabatti Biometrika 109 (3), 611–629, 2022 | 25* | 2022 |
Interpretable Classification of Bacterial Raman Spectra with Knockoff Wavelets C Chia, M Sesia, CS Ho, SS Jeffrey, JA Dionne, E Candès, RT Howe IEEE Journal of Biomedical and Health Informatics, 2021 | 14* | 2021 |
Derandomized novelty detection with FDR control via conformal e-values M Bashari, A Epstein, Y Romano, M Sesia Advances in Neural Information Processing Systems 36, 2024 | 10 | 2024 |
Conformal inference is (almost) free for neural networks trained with early stopping Z Liang, Y Zhou, M Sesia Proceedings of the 40th International Conference on Machine Learning 202 …, 2023 | 9 | 2023 |
Conformal Frequency Estimation with Sketched Data M Sesia, S Favaro Advances in Neural Information Processing Systems 35, 2022 | 9* | 2022 |
Conformal frequency estimation using discrete sketched data with coverage for distinct queries M Sesia, S Favaro, E Dobriban Journal of Machine Learning Research 24 (348), 1-80, 2023 | 8* | 2023 |
Robotic-assisted esophagectomy leads to significant reduction in postoperative acute pain: a retrospective clinical trial JP Hoelzen, KJ Sander, M Sesia, D Roy, E Rijcken, A Schnabel, ... Annals of surgical oncology 29 (12), 7498-7509, 2022 | 8 | 2022 |
Transfer learning in genome-wide association studies with knockoffs S Li, Z Ren, C Sabatti, M Sesia Sankhya B, 2021 | 8 | 2021 |