Adversarial multi class learning under weak supervision with performance guarantees A Mazzetto, C Cousins, D Sam, SH Bach, E Upfal
International Conference on Machine Learning, 7534-7543, 2021
40 2021 Semi-supervised aggregation of dependent weak supervision sources with performance guarantees A Mazzetto, D Sam, A Park, E Upfal, S Bach
International Conference on Artificial Intelligence and Statistics, 3196-3204, 2021
34 2021 Accurate MapReduce Algorithms for A Mazzetto, A Pietracaprina, G Pucci
International Symposium on Algorithms and Computation, 2019
8 2019 An adaptive algorithm for learning with unknown distribution drift A Mazzetto, E Upfal
Advances in Neural Information Processing Systems 36, 2023
5 2023 Nonparametric Density Estimation under Distribution Drift A Mazzetto, E Upfal
International Conference on Machine Learning, 2023
3 2023 Tight lower bounds on worst-case guarantees for zero-shot learning with attributes A Mazzetto, C Menghini, A Yuan, E Upfal, S Bach
Advances in Neural Information Processing Systems 35, 19732-19745, 2022
2 2022 MapReduce algorithms for robust center-based clustering in doubling metrics E Dandolo, A Mazzetto, A Pietracaprina, G Pucci
Journal of Parallel and Distributed Computing 194, 104966, 2024
1 2024 An Adaptive Method for Weak Supervision with Drifting Data A Mazzetto, R Esfandiarpoor, E Upfal, SH Bach
arXiv preprint arXiv:2306.01658, 2023
1 2023 An Improved Algorithm for Learning Drifting Discrete Distributions A Mazzetto
International Conference on Artificial Intelligence and Statistics, 4159-4167, 2024
2024 Distributed Clustering in General Metrics via Coresets A Mazzetto
Eli UpfalComputer Science Professor, Brown UniversityEmail verificata su brown.edu
