Get started
Author

Sharan Vaswani

Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates
2019 · Vaswani, Sharan, Mishkin, Aaron, et al. · arXiv (Cornell University) · 109
PDF
Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback
2016 · Wen, Zheng, Kveton, Branislav, et al. · arXiv (Cornell University) · 74
PDF
Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron
2018 · Vaswani, Sharan, Bach, Francis, et al. · arXiv (Cornell University) · 67
PDF
Stochastic Polyak Step-size for SGD: An Adaptive Learning Rate for Fast Convergence
2020 · Loizou, Nicolas, Vaswani, Sharan, et al. · arXiv (Cornell University) · 56
PDF
Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits
2018 · Kveton, Branislav, Szepesvari, Csaba, et al. · arXiv (Cornell University) · 37
PDF
Combining Bayesian optimization and Lipschitz optimization
2019 · Mohamed Osama Ahmed, Sharan Vaswani, et al. · Machine Learning · 35
PDF
Influence Maximization with Bandits
2015 · Vaswani, Sharan, Lakshmanan, Laks. V. S., et al. · arXiv (Cornell University) · 34
PDF
Model-Independent Online Learning for Influence Maximization
2017 · Vaswani, Sharan, Kveton, Branislav, et al. · arXiv (Cornell University) · 24
PDF
Modeling non-progressive phenomena for influence propagation
2014 · Vincent Yun Lou, Smriti Bhagat, et al. · 16
Old Dog Learns New Tricks: Randomized UCB for Bandit Problems
2019 · Vaswani, Sharan, Mehrabian, Abbas, et al. · arXiv (Cornell University) · 14
PDF
New Insights into Bootstrapping for Bandits
2018 · Vaswani, Sharan, Kveton, Branislav, et al. · arXiv (Cornell University) · 13
PDF
Fast and Furious Convergence: Stochastic Second Order Methods under Interpolation
2019 · Meng, Si Yi, Vaswani, Sharan, et al. · arXiv (Cornell University) · 12
PDF
Adaptive Influence Maximization in Social Networks: Why Commit when You can Adapt?
2016 · Vaswani, Sharan, Lakshmanan, Laks V. S. · arXiv (Cornell University) · 12
PDF
SVRG meets AdaGrad: painless variance reduction
2022 · Benjamin Dubois-Taine, Sharan Vaswani, et al. · Machine Learning · 11
PDF
Diffusion Independent Semi-Bandit Influence Maximization.
2017 · Sharan Vaswani, Branislav Kveton, et al. · arXiv (Cornell University) · 8
To Each Optimizer a Norm, To Each Norm its Generalization
2020 · Vaswani, Sharan, Babanezhad, Reza, et al. · arXiv (Cornell University) · 6
PDF
Horde of Bandits using Gaussian Markov Random Fields
2017 · Vaswani, Sharan, Schmidt, Mark, et al. · arXiv (Cornell University) · 5
PDF
Performance evaluation of medical imaging algorithms on Intel® MIC platform
2013 · Jyotsna Khemka, Mrugesh Gajjar, et al. · International Conference on High Performance Computing (HiPC) · 5
Fast 3D Salient Region Detection in Medical Images Using GPUs
2015 · Rahul Thota, Sharan Vaswani, et al. · Advances in intelligent systems and computing · 4
PDF
A general class of surrogate functions for stable and efficient reinforcement learning
2021 · Vaswani, Sharan, Bachem, Olivier, et al. · arXiv (Cornell University) · 3
PDF
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)
2020 · Vaswani, Sharan, Laradji, Issam, et al. · arXiv (Cornell University) · 2
PDF
Influence maximization in bandit and adaptive settings
2015 · Vaswani, Sharan · cIRcle (University of British Columbia) · 2
PDF
Fast 3D structure localization in medical volumes using CUDA-enabled GPUs
2012 · Sharan Vaswani, Rahul Thota, et al. · 2
Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees
2023 · Vaswani, Sharan, Kazemi, Amirreza, et al. · arXiv (Cornell University) · 1
PDF
Towards Painless Policy Optimization for Constrained MDPs
2022 · Jain, Arushi, Vaswani, Sharan, et al. · arXiv (Cornell University) · 1
PDF
Works count: 41
Citation count: 556
H-index: 12
I10-index: 14
Year
Topic
Type