Alessio Mazzetto

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Nonparametric Density Estimation

Top Venues

Publications

Alessio Mazzetto
An Improved Algorithm for Learning Drifting Discrete Distributions. AISTATS (2024)
Alessio Mazzetto
An Improved Algorithm for Learning Drifting Discrete Distributions. CoRR (2024)
Alessio Mazzetto, Eli Upfal
An Adaptive Algorithm for Learning with Unknown Distribution Drift. CoRR (2023)
Alessio Mazzetto, Reza Esfandiarpoor, Eli Upfal, Stephen H. Bach
An Adaptive Method for Weak Supervision with Drifting Data. CoRR (2023)
Alessio Mazzetto, Eli Upfal
Nonparametric Density Estimation under Distribution Drift. CoRR (2023)
Alessio Mazzetto, Eli Upfal
An Adaptive Algorithm for Learning with Unknown Distribution Drift. NeurIPS (2023)
Alessio Mazzetto, Eli Upfal
Nonparametric Density Estimation under Distribution Drift. ICML (2023)
Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes. CoRR (2022)
Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes. NeurIPS (2022)
Alessio Mazzetto, Dylan Sam, Andrew Park, Eli Upfal, Stephen H. Bach
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees. AISTATS (2021)
Alessio Mazzetto, Cyrus Cousins, Dylan Sam, Stephen H. Bach, Eli Upfal
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees. ICML (2021)
Alessio Mazzetto, Andrea Pietracaprina, Geppino Pucci
Accurate MapReduce Algorithms for k-Median and k-Means in General Metric Spaces. ISAAC (2019)
Alessio Mazzetto, Andrea Pietracaprina, Geppino Pucci
Accurate MapReduce Algorithms for $k$-median and $k$-means in General Metric Spaces. CoRR (2019)