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researcher

Gugan Thoppe

36 papers hereh-index 9603 citations55 works total

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

author position
  • sole author2
  • first author8
  • middle author15
  • last author11

Across the 36 of 36 papers where every author was matched, so the position is known.

fields
  • cs.LG16
  • math.PR5
  • cs.AI3
  • math.OC3
  • cs.IR2
  • cs.DC1

identity via Semantic Scholar / OpenAlex

activity
20122026
most citedFinite Sample Analysis of Two-Timescale Stochastic Approximation with Applications to Reinforcement Learning

36 citations · 82 across the 30 of their papers we have counts for

collaborators
Showing 2012 · math.OCShow all

1 paper · 2 filters

math.OC2012★ 14 cited

A Stochastic Kaczmarz Algorithm for Network Tomography

Gugan Thoppe, Vivek S. Borkar, D. Manjunath

We develop a stochastic approximation version of the classical Kaczmarz algorithm that is incremental in nature and takes as input noisy real time data. Our analysis shows that wit…

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