| Robust -means++ A Deshpande, P Kacham, R Pratap Conference on Uncertainty in Artificial Intelligence, 799-808, 2020 | 24 | 2020 |
| Dimensionality reduction for the sum-of-distances metric Z Feng, P Kacham, D Woodruff International conference on machine learning, 3220-3229, 2021 | 19* | 2021 |
| Polysketchformer: Fast transformers via sketches for polynomial kernels P Kacham, V Mirrokni, P Zhong arXiv preprint arXiv:2310.01655, 2023 | 16 | 2023 |
| Near-optimal algorithms for linear algebra in the current matrix multiplication time N Chepurko, KL Clarkson, P Kacham, DP Woodruff Proceedings of the 2022 Annual ACM-SIAM Symposium on Discrete Algorithms …, 2022 | 9 | 2022 |
| Optimal deterministic coresets for ridge regression P Kacham, D Woodruff International Conference on Artificial Intelligence and Statistics, 4141-4150, 2020 | 9 | 2020 |
| Sub-quadratic algorithms for kernel matrices via kernel density estimation A Bakshi, P Indyk, P Kacham, S Silwal, S Zhou arXiv preprint arXiv:2212.00642, 2022 | 5 | 2022 |
| Pseudorandom hashing for space-bounded computation with applications in streaming P Kacham, R Pagh, M Thorup, DP Woodruff 2023 IEEE 64th Annual Symposium on Foundations of Computer Science (FOCS …, 2023 | 3 | 2023 |
| Sketching algorithms and lower bounds for ridge regression P Kacham, D Woodruff International Conference on Machine Learning, 10539-10556, 2022 | 2 | 2022 |
| Reduced-rank regression with operator norm error P Kacham, D Woodruff Conference on Learning Theory, 2679-2716, 2021 | 2 | 2021 |
| Optimal Communication for Classic Functions in the Coordinator Model and Beyond H Esfandiari, P Kacham, V Mirrokni, DP Woodruff, P Zhong arXiv preprint arXiv:2403.20307, 2024 | | 2024 |
| Lower Bounds on Adaptive Sensing for Matrix Recovery P Kacham, D Woodruff Advances in Neural Information Processing Systems 36, 2024 | | 2024 |
| High-Dimensional Geometric Streaming for Nearly Low Rank Data H Esfandiari, P Kacham, V Mirrokni, D Woodruff, P Zhong | | 2023 |
| Differentially Private Vertical Federated Learning Primitives V Cohen-Addad, P Kacham, V Mirrokni, P Zhong | | |
