Alessio Mazzetto

According to our database1, Alessio Mazzetto authored at least 8 papers between 2019 and 2024.

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Bibliography

2024
An Improved Algorithm for Learning Drifting Discrete Distributions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
An Adaptive Method for Weak Supervision with Drifting Data.
CoRR, 2023

An Adaptive Algorithm for Learning with Unknown Distribution Drift.
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.
Proceedings of the International Conference on Machine Learning, 2023

2022
Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes.
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.
Proceedings of the 38th International Conference on Machine Learning, 2021

Semi-Supervised Aggregation of Dependent Weak Supervision Sources With Performance Guarantees.
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.
Proceedings of the 30th International Symposium on Algorithms and Computation, 2019


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