Matteo Sesia

According to our database, Matteo Sesia authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Random measure priors in Bayesian recovery from sketches.

Mario Beraha, Stefano Favaro, Matteo Sesia

J. Mach. Learn. Res., 2024

Doubly Robust Conformalized Survival Analysis with Right-Censored Data.

Matteo Sesia, Vladimir Svetnik

CoRR, 2024

Conformal Classification with Equalized Coverage for Adaptively Selected Groups.

Yanfei Zhou, Matteo Sesia

CoRR, 2024

Conformalized Adaptive Forecasting of Heterogeneous Trajectories.

Yanfei Zhou, Lars Lindemann, Matteo Sesia

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Uncertainty in Language Models: Assessment through Rank-Calibration.

Xinmeng Huang, Shuo Li, Mengxin Yu, Matteo Sesia, Hamed Hassani, Insup Lee, Osbert Bastani, Edgar Dobriban

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

Conformal Frequency Estimation using Discrete Sketched Data with Coverage for Distinct Queries.

Matteo Sesia, Stefano Favaro, Edgar Dobriban

J. Mach. Learn. Res., 2023

Frequency and cardinality recovery from sketched data: a novel approach bridging Bayesian and frequentist views.

Mario Beraha, Stefano Favaro, Matteo Sesia

CoRR, 2023

Adaptive conformal classification with noisy labels.

Matteo Sesia, Y. X. Rachel Wang, Xin Tong

CoRR, 2023

Derandomized novelty detection with FDR control via conformal e-values.

Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping.

Ziyi Liang, Yanfei Zhou, Matteo Sesia

Proceedings of the International Conference on Machine Learning, 2023

2022

Interpretable Classification of Bacterial Raman Spectra With Knockoff Wavelets.

Charmaine Chia, Matteo Sesia, Chi-Sing Ho, Stefanie S. Jeffrey, Jennifer A. Dionne, Emmanuel J. Candès, Roger T. Howe

IEEE J. Biomed. Health Informatics, 2022

Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers.

Ziyi Liang, Matteo Sesia, Wenguang Sun

CoRR, 2022

Conformal Frequency Estimation with Sketched Data.

Matteo Sesia, Stefano Favaro

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Training Uncertainty-Aware Classifiers with Conformalized Deep Learning.

Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Coordinated Double Machine Learning.

Nitai Fingerhut, Matteo Sesia, Yaniv Romano

Proceedings of the International Conference on Machine Learning, 2022

2021

Conformal Prediction using Conditional Histograms.

Matteo Sesia, Yaniv Romano

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Classification with Valid and Adaptive Coverage.

Yaniv Romano, Matteo Sesia, Emmanuel J. Candès

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020