Paudice, Andrea

13 publications

ICLR 2026 High-Probability Bounds for the Last Iterate of Clipped SGD Savelii Chezhegov, Daniela Angela Parletta, Andrea Paudice, Eduard Gorbunov

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