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Varun Kanade
Varun Kanade
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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
2052019
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
1612011
Reliably learning the relu in polynomial time
S Goel, V Kanade, A Klivans, J Thaler
Conference on Learning Theory, 1004-1042, 2017
1152017
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
1012018
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
852013
SWARM: A parallel programming framework for multicore processors
DA Bader, V Kanade, K Madduri
Workshop on Multithreaded Architectures and Applications, 2007
762007
Decentralized cooperative stochastic bandits
D Martínez-Rubio, V Kanade, P Rebeschini
Advances in Neural Information Processing Systems 32, 2019
75*2019
Sleeping experts and bandits with stochastic action availability and adversarial rewards
V Kanade, HB McMahan, B Bryan
Artificial Intelligence and Statistics, 272-279, 2009
602009
Implicit regularization for optimal sparse recovery
T Vaskevicius, V Kanade, P Rebeschini
Advances in Neural Information Processing Systems 32, 2019
512019
On coalescence time in graphs: When is coalescing as fast as meeting?
V Kanade, F Mallmann-Trenn, T Sauerwald
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019
482019
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
472016
Potential-based agnostic boosting
A Kalai, V Kanade
NIPS 2009, 2009
47*2009
Hierarchical clustering beyond the worst-case
V Cohen-Addad, V Kanade, F Mallmann-Trenn
Advances in Neural Information Processing Systems 30, 2017
442017
How benign is benign overfitting?
A Sanyal, PK Dokania, V Kanade, PHS Torr
arXiv preprint arXiv:2007.04028, 2020
352020
On the hardness of robust classification
P Gourdeau, V Kanade, M Kwiatkowska, J Worrell
The Journal of Machine Learning Research 22 (1), 12521-12549, 2021
342021
Tracking adversarial targets
Y Abbasi-Yadkori, P Bartlett, V Kanade
International Conference on Machine Learning, 369-377, 2014
342014
Reliable agnostic learning
AT Kalai, V Kanade, Y Mansour
Journal of Computer and System Sciences 78 (5), 1481-1495, 2012
342012
Learning hurdles for sleeping experts
V Kanade, T Steinke
ACM Transactions on Computation Theory (TOCT) 6 (3), 1-16, 2014
312014
Learning low-rank representations
A Sanyal, V Kanade, PHS Torr
29*2019
Online optimization of smoothed piecewise constant functions
V Cohen-Addad, V Kanade
Artificial Intelligence and Statistics, 412-420, 2017
252017
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