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researcher

K. Khamaru

7 papers hereh-index 12701 citations33 works total

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

author position
  • first author5
  • middle author2

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • cs.LG1
  • math.OC1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedInstance-optimality in optimal value estimation: Adaptivity via variance-reduced Q-learning

2 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing math.STShow all

1 paper · 1 filter

math.ST2018

Singularity, Misspecification, and the Convergence Rate of EM

Raaz Dwivedi, Nhat Ho, Koulik Khamaru +3

A line of recent work has analyzed the behavior of the Expectation-Maximization (EM) algorithm in the well-specified setting, in which the population likelihood is locally strongly…

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