Picture for Matteo Sesia

Matteo Sesia

Derandomized Novelty Detection with FDR Control via Conformal E-values

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

Figure 1 for Derandomized Novelty Detection with FDR Control via Conformal E-values

Figure 2 for Derandomized Novelty Detection with FDR Control via Conformal E-values

Figure 3 for Derandomized Novelty Detection with FDR Control via Conformal E-values

Figure 4 for Derandomized Novelty Detection with FDR Control via Conformal E-values

* 19 pages, 11 figures

Access Paper or Ask Questions

Conformal Frequency Estimation with Sketched Data under Relaxed Exchangeability

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

Figure 1 for Conformal Frequency Estimation with Sketched Data under Relaxed Exchangeability

Figure 2 for Conformal Frequency Estimation with Sketched Data under Relaxed Exchangeability

Figure 3 for Conformal Frequency Estimation with Sketched Data under Relaxed Exchangeability

Figure 4 for Conformal Frequency Estimation with Sketched Data under Relaxed Exchangeability

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

Access Paper or Ask Questions

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

Sep 05, 2022
Stefano Favaro, Matteo Sesia

Figure 1 for Bayesian nonparametric estimation of coverage probabilities and distinct counts from sketched data

Figure 2 for Bayesian nonparametric estimation of coverage probabilities and distinct counts from sketched data

Figure 3 for Bayesian nonparametric estimation of coverage probabilities and distinct counts from sketched data

Figure 4 for Bayesian nonparametric estimation of coverage probabilities and distinct counts from sketched data

* 35 pages

Access Paper or Ask Questions

Coordinated Double Machine Learning

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

Figure 1 for Coordinated Double Machine Learning

Figure 2 for Coordinated Double Machine Learning

Figure 3 for Coordinated Double Machine Learning

Figure 4 for Coordinated Double Machine Learning

* 9 pages, 6 figures

Access Paper or Ask Questions

Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

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

Figure 1 for Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

Figure 2 for Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

Figure 3 for Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

Figure 4 for Training Uncertainty-Aware Classifiers with Conformalized Deep Learning

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

Access Paper or Ask Questions

Conformalized Frequency Estimation from Sketched Data

Apr 08, 2022
Matteo Sesia, Stefano Favaro

Figure 1 for Conformalized Frequency Estimation from Sketched Data

Figure 2 for Conformalized Frequency Estimation from Sketched Data

Figure 3 for Conformalized Frequency Estimation from Sketched Data

Figure 4 for Conformalized Frequency Estimation from Sketched Data

* 29 pages, 20 figures, 2 tables

Access Paper or Ask Questions

Conformal histogram regression

May 18, 2021
Matteo Sesia, Yaniv Romano

Figure 1 for Conformal histogram regression

Figure 2 for Conformal histogram regression

Figure 3 for Conformal histogram regression

Figure 4 for Conformal histogram regression

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

Access Paper or Ask Questions