Paudice, Andrea

12 publications

NeurIPS 2025 Revisiting Agnostic Boosting Arthur da Cunha, Mikael Møller Høgsgaard, Andrea Paudice, Yuxin Sun

ICML 2025 Uniform Mean Estimation for Heavy-Tailed Distributions via Median-of-Means Mikael Møller Høgsgaard, Andrea Paudice

TMLR 2024 A Theoretical Framework for Zeroth-Order Budget Convex Optimization François Bachoc, Tommaso Cesari, Roberto Colomboni, Andrea Paudice

AISTATS 2024 General Tail Bounds for Non-Smooth Stochastic Mirror Descent Khaled Eldowa, Andrea Paudice

JMLR 2024 Margin-Based Active Learning of Classifiers Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

NeurIPS 2022 Active Learning of Classifiers with Label and Seed Queries Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice, Maximilian Thiessen

TMLR 2022 Multitask Online Mirror Descent Nicolò Cesa-Bianchi, Pierre Laforgue, Andrea Paudice, Massimiliano Pontil

COLT 2021 Exact Recovery of Clusters in Finite Metric Spaces Using Oracle Queries Marco Bressan, Nicoló Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

NeurIPS 2021 On Margin-Based Cluster Recovery with Oracle Queries Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

ICML 2021 Robust Unsupervised Learning via L-Statistic Minimization Andreas Maurer, Daniela Angela Parletta, Andrea Paudice, Massimiliano Pontil

NeurIPS 2020 Exact Recovery of Mangled Clusters with Same-Cluster Queries Marco Bressan, Nicolò Cesa-Bianchi, Silvio Lattanzi, Andrea Paudice

NeurIPS 2019 Correlation Clustering with Adaptive Similarity Queries Marco Bressan, Nicolò Cesa-Bianchi, Andrea Paudice, Fabio Vitale