| 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 | 55 | 2021 |
| Streaming algorithms for high-dimensional robust statistics I Diakonikolas, DM Kane, A Pensia, T Pittas International Conference on Machine Learning, 5061-5117, 2022 | 26 | 2022 |
| Robust sparse mean estimation via sum of squares I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas Conference on Learning Theory, 4703-4763, 2022 | 25 | 2022 |
| 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 | 22 | 2021 |
| List-decodable sparse mean estimation via difference-of-pairs filtering I Diakonikolas, D Kane, S Karmalkar, A Pensia, T Pittas Advances in Neural Information Processing Systems 35, 13947-13960, 2022 | 12 | 2022 |
| SQ lower bounds for learning mixtures of separated and bounded covariance gaussians I Diakonikolas, DM Kane, T Pittas, N Zarifis The Thirty Sixth Annual Conference on Learning Theory, 2319-2349, 2023 | 9 | 2023 |
| Nearly-linear time and streaming algorithms for outlier-robust pca I Diakonikolas, D Kane, A Pensia, T Pittas International Conference on Machine Learning, 7886-7921, 2023 | 9 | 2023 |
| Statistical Query Lower Bounds for Learning Truncated Gaussians I Diakonikolas, DM Kane, T Pittas, N Zarifis arXiv preprint arXiv:2403.02300, 2024 | 3 | 2024 |
| Near-optimal algorithms for gaussians with huber contamination: Mean estimation and linear regression I Diakonikolas, D Kane, A Pensia, T Pittas Advances in Neural Information Processing Systems 36, 2024 | 3 | 2024 |
| A spectral algorithm for list-decodable covariance estimation in relative frobenius norm I Diakonikolas, D Kane, J Lee, A Pensia, T Pittas Advances in Neural Information Processing Systems 36, 48819-48854, 2023 | 2 | 2023 |
| Clustering Mixtures of Bounded Covariance Distributions Under Optimal Separation I Diakonikolas, DM Kane, JCH Lee, T Pittas arXiv preprint arXiv:2312.11769, 2023 | 1 | 2023 |
| Optimal Robust Estimation under Local and Global Corruptions: Stronger Adversary and Smaller Error T Pittas, A Pensia arXiv preprint arXiv:2410.17230, 2024 | | 2024 |
| Robust Sparse Estimation for Gaussians with Optimal Error under Huber Contamination I Diakonikolas, DM Kane, S Karmalkar, A Pensia, T Pittas arXiv preprint arXiv:2403.10416, 2024 | | 2024 |
| 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 |
Ilias DiakonikolasUniversity of Wisconsin-MadisonVerified email at wisc.edu
