Sharan Vaswani
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Fast and faster convergence of sgd for over-parameterized models and an accelerated perceptron
S Vaswani, F Bach, M Schmidt
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback
Z Wen, B Kveton, M Valko, S Vaswani
arXiv preprint arXiv:1605.06593, 2017
Influence Maximization with Bandits
S Vaswani, L Lakshmanan, M Schmidt
arXiv preprint arXiv:1503.00024, 2015
Painless stochastic gradient: Interpolation, line-search, and convergence rates
S Vaswani, A Mishkin, I Laradji, M Schmidt, G Gidel, S Lacoste-Julien
Advances in Neural Information Processing Systems, 3732-3745, 2019
Model-independent online learning for influence maximization
S Vaswani, B Kveton, Z Wen, M Ghavamzadeh, L Lakshmanan, ...
arXiv preprint arXiv:1703.00557, 2017
Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits
B Kveton, C Szepesvari, S Vaswani, Z Wen, M Ghavamzadeh, T Lattimore
Proceedings of the 36th International Conference on Machine Learning 97 …, 2019
Modeling non-progressive phenomena for influence propagation
VY Lou, S Bhagat, LVS Lakshmanan, S Vaswani
Proceedings of the second ACM conference on Online social networks, 131-138, 2014
Adaptive influence maximization in social networks: Why commit when you can adapt?
S Vaswani, LVS Lakshmanan
arXiv preprint arXiv:1604.08171, 2016
New insights into bootstrapping for bandits
S Vaswani, B Kveton, Z Wen, A Rao, M Schmidt, Y Abbasi-Yadkori
arXiv preprint arXiv:1805.09793, 2018
Stochastic polyak step-size for SGD: An adaptive learning rate for fast convergence
N Loizou, S Vaswani, I Laradji, S Lacoste-Julien
arXiv preprint arXiv:2002.10542, 2020
Fast and furious convergence: Stochastic second order methods under interpolation
SY Meng, S Vaswani, IH Laradji, M Schmidt, S Lacoste-Julien
International Conference on Artificial Intelligence and Statistics, 2020
Horde of bandits using gaussian markov random fields
S Vaswani, M Schmidt, LVS Lakshmanan
arXiv preprint arXiv:1703.02626, 2017
Fast 3d salient region detection in medical images using gpus
R Thota, S Vaswani, A Kale, N Vydyanathan
Machine Intelligence and Signal Processing, 11-26, 2016
Performance evaluation of medical imaging algorithms on Intel®MIC platform
J Khemka, M Gajjar, S Vaswani, N Vydyanathan, R Malladi, SV Vinutha
20th Annual International Conference on High Performance Computing, 396-404, 2013
Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
S Vaswani, A Mehrabian, A Durand, B Kveton
International Conference on Artificial Intelligence and Statistics, 2020
Combining bayesian optimization and lipschitz optimization
MO Ahmed, S Vaswani, M Schmidt
Machine Learning 109 (1), 79-102, 2020
To each optimizer a norm, to each norm its generalization
S Vaswani, R Babanezhad, J Gallego, A Mishkin, S Lacoste-Julien, ...
arXiv preprint arXiv:2006.06821, 2020
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)
S Vaswani, F Kunstner, I Laradji, SY Meng, M Schmidt, S Lacoste-Julien
arXiv preprint arXiv:2006.06835, 2020
Influence maximization in bandit and adaptive settings
S Vaswani
University of British Columbia, 2015
Learning Influence Diffusion Probabilities under the Linear Threshold Model
S Vaswani, N Duttachoudhury
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