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Derandomized Novelty Detection with FDR Control via Conformal E-values


Feb 14, 2023
Meshi Bashari, Amir Epstein, Yaniv Romano, Matteo Sesia

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* 19 pages, 11 figures 

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Conformal inference is (almost) free for neural networks trained with early stopping


Jan 27, 2023
Ziyi Liang, Yanfei Zhou, Matteo Sesia

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Conformal Frequency Estimation with Sketched Data under Relaxed Exchangeability


Nov 09, 2022
Matteo Sesia, Stefano Favaro, Edgar Dobriban

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* 56 pages, 31 figures, 2 tables. arXiv admin note: substantial text overlap with arXiv:2204.04270 

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Bayesian nonparametric estimation of coverage probabilities and distinct counts from sketched data


Sep 05, 2022
Stefano Favaro, Matteo Sesia

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* 35 pages 

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


Aug 23, 2022
Ziyi Liang, Matteo Sesia, Wenguang Sun

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Coordinated Double Machine Learning


Jun 02, 2022
Nitai Fingerhut, Matteo Sesia, Yaniv Romano

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* 9 pages, 6 figures 

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Training Uncertainty-Aware Classifiers with Conformalized Deep Learning


May 12, 2022
Bat-Sheva Einbinder, Yaniv Romano, Matteo Sesia, Yanfei Zhou

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* 42 pages. Excluding appendices: 9 pages, 2 tables, 2 figures 

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Conformalized Frequency Estimation from Sketched Data


Apr 08, 2022
Matteo Sesia, Stefano Favaro

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* 29 pages, 20 figures, 2 tables 

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Conformal histogram regression


May 18, 2021
Matteo Sesia, Yaniv Romano

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* 11 pages, 4 figures. Supplement: 13 pages, 1 figure, 1 table 

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Testing for Outliers with Conformal p-values


Apr 19, 2021
Stephen Bates, Emmanuel Candès, Lihua Lei, Yaniv Romano, Matteo Sesia

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