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researcher

K. Khamaru

28 papers hereh-index 12701 citations33 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author7
  • middle author15
  • last author5

Across the 28 of 28 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • math.ST10
  • stat.ME3
  • cs.LG2
  • math.OC2

identity via Semantic Scholar / OpenAlex

activity
20142026
most citedDerivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems

80 citations · 177 across the 25 of their papers we have counts for

collaborators
Showing 2024 · math.OCShow all

1 paper · 2 filters

math.OC2024

Stochastic Optimization with Constraints: A Non-asymptotic Instance-Dependent Analysis

Koulik Khamaru

We consider the problem of stochastic convex optimization under convex constraints. We analyze the behavior of a natural variance reduced proximal gradient (VRPG) algorithm for thi…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.