Concepedia

Sharan Vaswani

SV

13

Publications

270

Citations

11

H-Index

2014

Active since

Affiliations

University of British Columbia(Current)

Université de Montréal

Institut national de recherche en sciences et technologies du numérique

Adobe Systems (United States)

McGill University

Sharan Vaswani is an author at University of British Columbia specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningBusinessGame TheorySocial Network AnalysisStochastic OptimizationMathematical ProgrammingComputational Social Science

Publications per year

2014–2022

13

Publications

13

Online Influence Maximization under Independent Cascade Model with Semi-Bandit Feedback

Zheng Wen, Branislav Kveton, Michal Vaľko et al. · arXiv (Cornell University) · 2016 · 51 citations · Full text

Engineering, Game Theory, Network Analysis +23

Stochastic Polyak Step-size for SGD: An Adaptive Learning Rate for Fast Convergence

Nicolas Loizou, Sharan Vaswani, Issam Laradji et al. · arXiv (Cornell University) · 2020 · 37 citations · Full text

Mathematical Programming, Model Optimization, Subgradient Method +15

Influence Maximization with Bandits

Sharan Vaswani, Laks V. S. Lakshmanan · arXiv (Cornell University) · 2015 · 27 citations · Full text

Artificial Intelligence, Ranking Algorithm, Engineering +18

Fast and Faster Convergence of SGD for Over-Parameterized Models and an Accelerated Perceptron

Sharan Vaswani, Francis Bach, Mark Schmidt · arXiv (Cornell University) · 2018 · 25 citations · Full text

Mathematical Programming, Engineering, Machine Learning +19

Painless Stochastic Gradient: Interpolation, Line-Search, and Convergence Rates

Sharan Vaswani, Aaron Mishkin, Issam Laradji et al. · arXiv (Cornell University) · 2019 · 24 citations · Full text

Mathematical Programming, Model Optimization, Painless Stochastic Gradient +15

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