Alessio Mazzetto

17 papers A* 4A 3B 2Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
tensorFM: Low-Rank Approximations of Cross-Order Feature Interactions.
CoRR
Alessio Mazzetto, Mohammad Mahdi Khalili, Laura Fee Nern, Michael Viderman, Alex Shtoff, Krzysztof Dembczynski
2025 A conf
An Adaptive Method for Weak Supervision with Drifting Data.
AISTATS
Alessio Mazzetto, Reza Esfandiarpoor, Akash Singirikonda, Eli Upfal, Stephen H. Bach
2025 B conf
Center-Based Approximation of a Drifting Distribution.
ALT
Alessio Mazzetto, Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci, Eli Upfal
2024 A conf
An Improved Algorithm for Learning Drifting Discrete Distributions.
AISTATS
Alessio Mazzetto
2024 J jnl
An Improved Algorithm for Learning Drifting Discrete Distributions.
CoRR
Alessio Mazzetto
2024 J jnl
MapReduce algorithms for robust center-based clustering in doubling metrics.
J. Parallel Distributed Comput.
Enrico Dandolo, Alessio Mazzetto, Andrea Pietracaprina, Geppino Pucci
2023 A* conf
An Adaptive Algorithm for Learning with Unknown Distribution Drift.
NeurIPS
Alessio Mazzetto, Eli Upfal
2023 J jnl
An Adaptive Algorithm for Learning with Unknown Distribution Drift.
CoRR
Alessio Mazzetto, Eli Upfal
2023 J jnl
An Adaptive Method for Weak Supervision with Drifting Data.
CoRR
Alessio Mazzetto, Reza Esfandiarpoor, Eli Upfal, Stephen H. Bach
2023 A* conf
Nonparametric Density Estimation under Distribution Drift.
ICML
Alessio Mazzetto, Eli Upfal
2023 J jnl
Nonparametric Density Estimation under Distribution Drift.
CoRR
Alessio Mazzetto, Eli Upfal
2022 A* conf
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes.
NeurIPS
Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach
2022 J jnl
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes.
CoRR
Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach
2021 A* conf
Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees.
ICML
Alessio Mazzetto, Cyrus Cousins, Dylan Sam, Stephen H. Bach, Eli Upfal
2021 A conf
Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees.
AISTATS
Alessio Mazzetto, Dylan Sam, Andrew Park, Eli Upfal, Stephen H. Bach
2019 J jnl
Accurate MapReduce Algorithms for $k$-median and $k$-means in General Metric Spaces.
CoRR
Alessio Mazzetto, Andrea Pietracaprina, Geppino Pucci
2019 B conf
Accurate MapReduce Algorithms for k-Median and k-Means in General Metric Spaces.
ISAAC
Alessio Mazzetto, Andrea Pietracaprina, Geppino Pucci