Hierarchical clustering: Objective functions and algorithms V Cohen-Addad, V Kanade, F Mallmann-Trenn, C Mathieu Journal of the ACM (JACM) 66 (4), 1-42, 2019 | 325 | 2019 |
Efficient learning of generalized linear and single index models with isotonic regression SM Kakade, A Kalai, V Kanade, O Shamir Advances in Neural Information Processing Systems, 927-935, 2011 | 209 | 2011 |
TAPAS: Tricks to accelerate (encrypted) prediction as a service A Sanyal, M Kusner, A Gascon, V Kanade International conference on machine learning, 4490-4499, 2018 | 166 | 2018 |
Reliably learning the relu in polynomial time S Goel, V Kanade, A Klivans, J Thaler Conference on Learning Theory, 1004-1042, 2017 | 144 | 2017 |
Decentralized cooperative stochastic bandits D Martínez-Rubio, V Kanade, P Rebeschini Advances in Neural Information Processing Systems 32, 2019 | 141 | 2019 |
Implicit regularization for optimal sparse recovery T Vaskevicius, V Kanade, P Rebeschini Advances in Neural Information Processing Systems 32, 2019 | 110 | 2019 |
Online learning in Markov decision processes with adversarially chosen transition probability distributions Y Abbasi-Yadkori, B Peter L., V Kanade, Y Seldin, C Szepesvari Neural Information Processing Systems, 2013 | 105 | 2013 |
SWARM: A parallel programming framework for multicore processors DA Bader, V Kanade, K Madduri Workshop on Multithreaded Architectures and Applications, 2007 | 77 | 2007 |
Sleeping experts and bandits with stochastic action availability and adversarial rewards V Kanade, HB McMahan, B Bryan Artificial Intelligence and Statistics, 272-279, 2009 | 71 | 2009 |
How benign is benign overfitting? A Sanyal, PK Dokania, V Kanade, PHS Torr arXiv preprint arXiv:2007.04028, 2020 | 65 | 2020 |
On coalescence time in graphs: When is coalescing as fast as meeting? V Kanade, F Mallmann-Trenn, T Sauerwald ACM Transactions on Algorithms 19 (2), 1-46, 2023 | 62 | 2023 |
Potential-based agnostic boosting A Kalai, V Kanade NIPS 2009, 2009 | 62* | 2009 |
On the hardness of robust classification P Gourdeau, V Kanade, M Kwiatkowska, J Worrell Journal of Machine Learning Research 22 (273), 1-29, 2021 | 59 | 2021 |
Global and local information in clustering labeled block models V Kanade, E Mossel, T Schramm IEEE Transactions on Information Theory 62 (10), 5906-5917, 2016 | 59 | 2016 |
Hierarchical clustering beyond the worst-case V Cohen-Addad, V Kanade, F Mallmann-Trenn Advances in Neural Information Processing Systems 30, 2017 | 56 | 2017 |
Reliable agnostic learning AT Kalai, V Kanade, Y Mansour Journal of Computer and System Sciences 78 (5), 1481-1495, 2012 | 47 | 2012 |
Online k-means clustering V Cohen-Addad, B Guedj, V Kanade, G Rom International Conference on Artificial Intelligence and Statistics, 1126-1134, 2021 | 42 | 2021 |
Tracking adversarial targets Y Abbasi-Yadkori, P Bartlett, V Kanade International Conference on Machine Learning, 369-377, 2014 | 41 | 2014 |
Learning hurdles for sleeping experts V Kanade, T Steinke ACM Transactions on Computation Theory (TOCT) 6 (3), 1-16, 2014 | 39 | 2014 |
Learning low-rank representations A Sanyal, V Kanade, PHS Torr arXiv preprint arXiv:1804.07090, 2018 | 34* | 2018 |