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researcher

J. Berkhout

3 papers hereh-index 8166 citations25 works total

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

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • math.OC1
  • math.PR1
  • physics.soc-ph1
same name
  • J. Berkhout — 5 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedA Critical Account of Perturbation Analysis of Markov Chains

7 citations · 8 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2024★ 1 cited

A Pseudo-Gradient Approach for Model-free Markov Chain Optimization

Nanne A. Dieleman, Joost Berkhout, Bernd Heidergott

We develop a first-order (pseudo-)gradient approach for optimizing functions over the stationary distribution of discrete-time Markov chains (DTMC). We give insights into why solvi…

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