| 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 | 58 | 2021 |
| Streaming algorithms for high-dimensional robust statistics I Diakonikolas, DM Kane, A Pensia, T Pittas International Conference on Machine Learning, 5061-5117, 2022 | 29 | 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 | 28 | 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 | 24 | 2021 |
| 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 | 14 | 2023 |
| 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 | 13 | 2022 |
| 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 | 10 | 2023 |
| 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, 43384-43422, 2023 | 4 | 2023 |
| Statistical query lower bounds for learning truncated gaussians I Diakonikolas, DM Kane, T Pittas, N Zarifis The Thirty Seventh Annual Conference on Learning Theory, 1336-1363, 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 | 3 | 2023 |
| Entangled Mean Estimation in High-Dimensions I Diakonikolas, DM Kane, S Liu, T Pittas arXiv preprint arXiv:2501.05425, 2025 | 2 | 2025 |
| Clustering Mixtures of Bounded Covariance Distributions Under Optimal Separation I Diakonikolas, DM Kane, JCH Lee, T Pittas Proceedings of the 2025 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2025 | 2 | 2025 |
| Efficient Multivariate Robust Mean Estimation Under Mean-Shift Contamination I Diakonikolas, G Iakovidis, DM Kane, T Pittas arXiv preprint arXiv:2502.14772, 2025 | | 2025 |
| 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-MadisonZweryfikowany adres z wisc.edu
