Sesia, Matteo

13 publications

ICML 2025 Doubly Robust Conformalized Survival Analysis with Right-Censored Data Matteo Sesia, Vladimir Svetnik

ICML 2025 Robust Conformal Outlier Detection Under Contaminated Reference Data Meshi Bashari, Matteo Sesia, Yaniv Romano

NeurIPS 2024 Conformal Classification with Equalized Coverage for Adaptively Selected Groups Yanfei Zhou, Matteo Sesia

ICML 2024 Conformalized Adaptive Forecasting of Heterogeneous Trajectories Yanfei Zhou, Lars Lindemann, Matteo Sesia

JMLR 2024 Random Measure Priors in Bayesian Recovery from Sketches Mario Beraha, Stefano Favaro, Matteo Sesia

JMLR 2023 Conformal Frequency Estimation Using Discrete Sketched Data with Coverage for Distinct Queries Matteo Sesia, Stefano Favaro, Edgar Dobriban

ICML 2023 Conformal Inference Is (almost) Free for Neural Networks Trained with Early Stopping Ziyi Liang, Yanfei Zhou, Matteo Sesia

NeurIPS 2023 Derandomized Novelty Detection with FDR Control via Conformal E-Values Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia

NeurIPS 2022 Conformal Frequency Estimation with Sketched Data Matteo Sesia, Stefano Favaro

ICML 2022 Coordinated Double Machine Learning Nitai Fingerhut, Matteo Sesia, Yaniv Romano

NeurIPS 2022 Training Uncertainty-Aware Classifiers with Conformalized Deep Learning Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou

NeurIPS 2021 Conformal Prediction Using Conditional Histograms Matteo Sesia, Yaniv Romano

NeurIPS 2020 Classification with Valid and Adaptive Coverage Yaniv Romano, Matteo Sesia, Emmanuel Candes