Matteo Sesia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Conformal Prediction

Confidence Scores

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yanfei Zhou, Matteo Sesia
Conformal Classification with Equalized Coverage for Adaptively Selected Groups. CoRR (2024)
Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban
Uncertainty in Language Models: Assessment through Rank-Calibration. CoRR (2024)
Yanfei Zhou, Lars Lindemann, Matteo Sesia
Conformalized Adaptive Forecasting of Heterogeneous Trajectories. CoRR (2024)
Mario Beraha, Stefano Favaro, Matteo Sesia
Frequency and cardinality recovery from sketched data: a novel approach bridging Bayesian and frequentist views. CoRR (2023)
Ziyi Liang, Yanfei Zhou, Matteo Sesia
Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping. ICML (2023)
Ziyi Liang, Yanfei Zhou, Matteo Sesia
Conformal inference is (almost) free for neural networks trained with early stopping. CoRR (2023)
Matteo Sesia, Y. X. Rachel Wang, Xin Tong
Adaptive conformal classification with noisy labels. CoRR (2023)
Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
Derandomized novelty detection with FDR control via conformal e-values. NeurIPS (2023)
Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
Derandomized Novelty Detection with FDR Control via Conformal E-values. CoRR (2023)
Ziyi Liang, Matteo Sesia, Wenguang Sun
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers. CoRR (2022)
Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. NeurIPS (2022)
Nitai Fingerhut, Matteo Sesia, Yaniv Romano
Coordinated Double Machine Learning. ICML (2022)
Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. CoRR (2022)
Matteo Sesia, Stefano Favaro
Conformal Frequency Estimation with Sketched Data. NeurIPS (2022)
Charmaine Chia, Matteo Sesia, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer A. Dionne, Emmanuel J. Candès, Roger T. Howe
Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets. IEEE J. Biomed. Health Informatics 26 (2) (2022)
Nitai Fingerhut, Matteo Sesia, Yaniv Romano
Coordinated Double Machine Learning. CoRR (2022)
Matteo Sesia, Yaniv Romano
Conformal Prediction using Conditional Histograms. NeurIPS (2021)
Yaniv Romano, Matteo Sesia, Emmanuel J. Candès
Classification with Valid and Adaptive Coverage. NeurIPS (2020)