Matteo Sesia - RankMe

32 papers A* 12Journal 17Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Conformal Classification with New Labels. COPA Tianmin Xie, Ziyi Liang, Stefano Favaro, Matteo Sesia
2025	J	`jnl`	Conformal Inference for Open-Set and Imbalanced Classification. CoRR Tianmin Xie, Yanfei Zhou, Ziyi Liang, Stefano Favaro, Matteo Sesia
2025	—	`conf`	Conformal Survival Bands for Risk Screening under Right-Censoring. COPA Matteo Sesia, Vladimir Svetnik
2025	A*	`conf`	Doubly Robust Conformalized Survival Analysis with Right-Censored Data. ICML Matteo Sesia, Vladimir Svetnik
2025	J	`jnl`	Noise-Adaptive Conformal Classification with Marginal Coverage. CoRR Teresa Bortolotti, Y. X. Rachel Wang, Xin Tong, Alessandra Menafoglio, Simone Vantini, Matteo Sesia
2025	A*	`conf`	Robust Conformal Outlier Detection under Contaminated Reference Data. ICML Meshi Bashari, Matteo Sesia, Yaniv Romano
2025	J	`jnl`	Robust Conformal Outlier Detection under Contaminated Reference Data. CoRR Meshi Bashari, Matteo Sesia, Yaniv Romano
2024	—	`conf`	Collective Outlier Detection and Enumeration with Conformalized Closed Testing. COPA Chiara Gaia Magnani, Matteo Sesia, Aldo Solari
2024	A*	`conf`	Conformal Classification with Equalized Coverage for Adaptively Selected Groups. NeurIPS Yanfei Zhou, Matteo Sesia
2024	J	`jnl`	Conformal Classification with Equalized Coverage for Adaptively Selected Groups. CoRR Yanfei Zhou, Matteo Sesia
2024	A*	`conf`	Conformalized Adaptive Forecasting of Heterogeneous Trajectories. ICML Yanfei Zhou, Lars Lindemann, Matteo Sesia
2024	J	`jnl`	Conformalized Adaptive Forecasting of Heterogeneous Trajectories. CoRR Yanfei Zhou, Lars Lindemann, Matteo Sesia
2024	J	`jnl`	Doubly Robust Conformalized Survival Analysis with Right-Censored Data. CoRR Matteo Sesia, Vladimir Svetnik
2024	J	`jnl`	Random measure priors in Bayesian recovery from sketches. J. Mach. Learn. Res. Mario Beraha, Stefano Favaro, Matteo Sesia
2024	A*	`conf`	Uncertainty in Language Models: Assessment through Rank-Calibration. EMNLP Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban
2024	J	`jnl`	Uncertainty in Language Models: Assessment through Rank-Calibration. CoRR Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban
2023	J	`jnl`	Adaptive conformal classification with noisy labels. CoRR Matteo Sesia, Y. X. Rachel Wang, Xin Tong
2023	J	`jnl`	Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries. J. Mach. Learn. Res. Matteo Sesia, Stefano Favaro, Edgar Dobriban
2023	A*	`conf`	Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping. ICML Ziyi Liang, Yanfei Zhou, Matteo Sesia
2023	J	`jnl`	Conformal inference is (almost) free for neural networks trained with early stopping. CoRR Ziyi Liang, Yanfei Zhou, Matteo Sesia
2023	J	`jnl`	Derandomized Novelty Detection with FDR Control via Conformal E-values. CoRR Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
2023	A*	`conf`	Derandomized novelty detection with FDR control via conformal e-values. NeurIPS Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia
2023	J	`jnl`	Frequency and cardinality recovery from sketched data: a novel approach bridging Bayesian and frequentist views. CoRR Mario Beraha, Stefano Favaro, Matteo Sesia
2022	A*	`conf`	Conformal Frequency Estimation with Sketched Data. NeurIPS Matteo Sesia, Stefano Favaro
2022	A*	`conf`	Coordinated Double Machine Learning. ICML Nitai Fingerhut, Matteo Sesia, Yaniv Romano
2022	J	`jnl`	Coordinated Double Machine Learning. CoRR Nitai Fingerhut, Matteo Sesia, Yaniv Romano
2022	J	`jnl`	Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers. CoRR Ziyi Liang, Matteo Sesia, Wenguang Sun
2022	J	`jnl`	Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets. IEEE J. Biomed. Health Informatics Charmaine Chia, Matteo Sesia, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer A. Dionne, Emmanuel J. Candès, Roger T. Howe
2022	A*	`conf`	Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. NeurIPS Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
2022	J	`jnl`	Training Uncertainty-Aware Classifiers with Conformalized Deep Learning. CoRR Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou
2021	A*	`conf`	Conformal Prediction using Conditional Histograms. NeurIPS Matteo Sesia, Yaniv Romano
2020	A*	`conf`	Classification with Valid and Adaptive Coverage. NeurIPS Yaniv Romano, Matteo Sesia, Emmanuel J. Candès