Alessio Mazzetto

According to our database, Alessio Mazzetto authored at least 8 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

An Improved Algorithm for Learning Drifting Discrete Distributions.

Alessio Mazzetto

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

An Adaptive Method for Weak Supervision with Drifting Data.

Alessio Mazzetto, Reza Esfandiarpoor, Eli Upfal, Stephen H. Bach

CoRR, 2023

An Adaptive Algorithm for Learning with Unknown Distribution Drift.

Alessio Mazzetto, Eli Upfal

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Nonparametric Density Estimation under Distribution Drift.

Alessio Mazzetto, Eli Upfal

Proceedings of the International Conference on Machine Learning, 2023

2022

Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes.

Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Adversarial Multi Class Learning under Weak Supervision with Performance Guarantees.

Alessio Mazzetto, Cyrus Cousins, Dylan Sam, Stephen H. Bach, Eli Upfal

Proceedings of the 38th International Conference on Machine Learning, 2021

Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees.

Alessio Mazzetto, Dylan Sam, Andrew Park, Eli Upfal, Stephen H. Bach

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Accurate MapReduce Algorithms for k-Median and k-Means in General Metric Spaces.

Alessio Mazzetto, Andrea Pietracaprina, Geppino Pucci

Proceedings of the 30th International Symposium on Algorithms and Computation, 2019