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Yi-An Ma

31 papers hereh-index 192.7k citations37 works total

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

author position
  • first author1
  • middle author16
  • last author2

Across the 19 of 31 papers where every author was matched, so the position is known.

fields
  • cs.LG15
  • stat.ML12
  • cond-mat.stat-mech1
  • cs.AI1
  • math.ST1
  • stat.ME1
same name
  • Yi-An Ma — 11 papers, h 6
  • Yi-An Ma — 5 papers, h 2

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

activity
20152026
most citedUnderspecification Presents Challenges for Credibility in Modern Machine Learning

430 citations · 985 across the 29 of their papers we have counts for

collaborators
Showing stat.MEShow all

1 paper · 1 filter

stat.ME2016★ 13 cited

Irreversible Samplers from Jump and Continuous Markov Processes

Yi-An Ma, Emily B. Fox, Tianqi Chen +1

In this paper, we propose irreversible versions of the Metropolis Hastings (MH) and Metropolis adjusted Langevin algorithm (MALA) with a main focus on the latter. For the former, w…

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