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researcher

Martin Chak

8 papers hereh-index 450 citations8 works total

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

author position
  • sole author2
  • first author6

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.PR3
  • stat.CO3
  • math.ST1
  • stat.ME1
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identity via Semantic Scholar / OpenAlex

activity
20202026
most citedOptimal friction matrix for underdamped Langevin sampling

8 citations · 16 across the 7 of their papers we have counts for

collaborators
Showing 2025Show all

1 paper · 1 filter

stat.CO2025

Complexity of Markov Chain Monte Carlo for Generalized Linear Models

Martin Chak, Giacomo Zanella

Markov Chain Monte Carlo (MCMC), Laplace approximation (LA) and variational inference (VI) methods are popular approaches to Bayesian inference, each with trade-offs between comput…

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