Raghav Somani

About

Ph.D. student at University of Washington

Employment

• University of Washington Research Assistant
  2019 - Present
• Microsoft Research (India) Research Fellow
  2017 - 2017
• Microsoft Research (India) Research Intern
  2016 - 2016
• Reserve Bank of India Summer Research Intern
  2015 - 2015

Education

• University of Washington Ph.D.
  2019 - Present
• University of Washington M.S.
  2019 - 2022
• Indian Institute of Technology Guwahati Bachelor of Technology in Mathematics and Computing
  2013 - 2017

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• Gradient Flows on Graphons: Existence, Convergence, Continuity Equations
  Journal of Theoretical Probability 2023 2 citations DOI: 10.1007/s10959-023-01271-8
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• Robust Meta-learning for Mixed Linear Regression with Small Batches
  2020
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• Meta-learning for mixed linear regression
  2020
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• Soft Threshold Weight Reparameterization for Learnable Sparsity
  2020
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• Non-Gaussianity of Stochastic Gradient Noise
  2019
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• Clustered Monotone Transforms for Rating Factorization
  Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining 2019 1 citation DOI: 10.1145/3289600.3291005
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• Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds
  Advances in Neural Information Processing Systems 31 2018
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