Improved Guarantees for k-means++ and k-means++ Parallel K Makarychev, A Reddy, L Shan Advances in Neural Information Processing Systems (NeurIPS), 2020, 2020 | 31 | 2020 |
Dynamic Tensor Product Regression A Reddy, Z Song, L Zhang Advances in Neural Information Processing Systems (NeurIPS), 2022, 2022 | 20 | 2022 |
Adaptive and Dynamic Multi-Resolution Hashing for Pairwise Summations L Qin, A Reddy, Z Song, Z Xu, D Zhuo IEEE International Conference on Big Data (BigData) 2022, 2022 | 13 | 2022 |
One-Pass Algorithms for MAP Inference of Nonsymmetric Determinantal Point Processes A Reddy, RA Rossi, Z Song, A Rao, T Mai, N Lipka, G Wu, E Koh, ... International Conference on Machine Learning (ICML), 2022, 2022 | 4* | 2022 |
Beyond Perturbation Stability: LP Recovery Guarantees for MAP Inference on Noisy Stable Instances H Lang, A Reddy, D Sontag, A Vijayaraghavan International Conference on Artificial Intelligence and Statistics (AISTATS …, 2021 | 4 | 2021 |
On MAP Inference of Ferromagnetic Potts Models and Nonsymmetric Determinantal Point Processes AR Talla Northwestern University, 2023 | 1 | 2023 |
Online Adaptive Mahalanobis Distance Estimation L Qin, A Reddy, Z Song IEEE International Conference on Big Data (BigData) 2023, 2023 | | 2023 |
Online inference and learning for nonsymmetric determinantal point processes RA Rossi, AR Talla, S Zhao, A Rao, T Mai, N Lipka, G Wu US Patent App. 17/743,360, 2023 | | 2023 |