Mazzetto, Alessio

8 publications

AISTATS 2025 An Adaptive Method for Weak Supervision with Drifting Data Alessio Mazzetto, Reza Esfandiarpoor, Akash Singirikonda, Eli Upfal, Stephen Bach

ALT 2025 Center-Based Approximation of a Drifting Distribution Alessio Mazzetto, Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci, Eli Upfal

AISTATS 2024 An Improved Algorithm for Learning Drifting Discrete Distributions Alessio Mazzetto

NeurIPS 2023 An Adaptive Algorithm for Learning with Unknown Distribution Drift Alessio Mazzetto, Eli Upfal

ICML 2023 Nonparametric Density Estimation Under Distribution Drift Alessio Mazzetto, Eli Upfal

NeurIPS 2022 Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen Bach

AISTATS 2021 Semi-Supervised Aggregation of Dependent Weak Supervision Sources with Performance Guarantees Alessio Mazzetto, Dylan Sam, Andrew Park, Eli Upfal, Stephen Bach

ICML 2021 Adversarial Multi Class Learning Under Weak Supervision with Performance Guarantees Alessio Mazzetto, Cyrus Cousins, Dylan Sam, Stephen H Bach, Eli Upfal