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researcher

Gugan Thoppe

4 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
  • last author2

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.IR1
  • cs.LG1
  • cs.NI1
  • math.ST1

identity via Semantic Scholar / OpenAlex

activity
20122020
most citedA Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound

6 citations · 6 across the 2 of their papers we have counts for

collaborators

4 papers

cs.IR2020

Change Rate Estimation and Optimal Freshness in Web Page Crawling

Konstantin Avrachenkov, Kishor Patil, Gugan Thoppe

For providing quick and accurate results, a search engine maintains a local snapshot of the entire web. And, to keep this local cache fresh, it employs a crawler for tracking chang…

cs.LG2019★ 6 cited

A Tale of Two-Timescale Reinforcement Learning with the Tightest Finite-Time Bound

Gal Dalal, Balazs Szorenyi, Gugan Thoppe

Policy evaluation in reinforcement learning is often conducted using two-timescale stochastic approximation, which results in various gradient temporal difference methods such as G…

math.ST2012

Generalized Network Tomography (journal version)

Gugan Thoppe

Generalized network tomography (GNT) deals with estimation of link performance parameters for networks with arbitrary topologies using only end-to-end path measurements of pure uni…

cs.NI2012

Generalized Network Tomography

Gugan Thoppe

For successful estimation, the usual network tomography algorithms crucially require i) end-to-end data generated using multicast probe packets, real or emulated, and ii) the netwo…

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