The optimality of polynomial regression for agnostic learning under gaussian marginals in the SQ model I Diakonikolas, DM Kane, T Pittas, N Zarifis Conference on Learning Theory, 1552-1584, 2021 | 8 | 2021 |
Statistical query lower bounds for list-decodable linear regression I Diakonikolas, D Kane, A Pensia, T Pittas, A Stewart Advances in Neural Information Processing Systems 34, 3191-3204, 2021 | 5 | 2021 |
The optimality of polynomial regression for agnostic learning under gaussian marginals I Diakonikolas, DM Kane, T Pittas, N Zarifis arXiv preprint arXiv:2102.04401, 2021 | 5 | 2021 |
Robust Sparse Mean Estimation via Sum of Squares I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas arXiv preprint arXiv:2206.03441, 2022 | 1 | 2022 |
Streaming Algorithms for High-Dimensional Robust Statistics I Diakonikolas, DM Kane, A Pensia, T Pittas arXiv preprint arXiv:2204.12399, 2022 | 1 | 2022 |
List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas arXiv preprint arXiv:2206.05245, 2022 | | 2022 |
Estimating the Number of Induced Subgraphs from Incomplete Data and Neighborhood Queries D Fotakis, T Pittas, S Skoulakis Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 4045-4053, 2021 | | 2021 |