Suivre
Matteo Sesia
Titre
Citée par
Citée par
Année
Classification with Valid and Adaptive Coverage
Y Romano, M Sesia, E Candès
Advances in Neural Information Processing Systems 33, 2020
2172020
Gene hunting with hidden Markov model knockoffs
M Sesia, C Sabatti, E Candès
Biometrika 106 (1), 1-18, 2019
168*2019
Deep knockoffs
Y Romano, M Sesia, E Candès
Journal of the American Statistical Association, 1-12, 2019
1482019
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
1122023
A comparison of some conformal quantile regression methods
M Sesia, E Candès
Stat 9 (1), e261, 2020
892020
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
862020
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
652020
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
342022
Knockoff: The Knockoff Filter for Controlled Variable Selection. R package
E Patterson, M Sesia
27*2018
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
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
24*2024
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
102024
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
92023
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
82022
Transfer learning in genome-wide association studies with knockoffs
S Li, Z Ren, C Sabatti, M Sesia
Sankhya B, 2021
82021
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