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researcher

Takuya Koriyama

8 papers hereh-index 427 citations9 works total

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

author position
  • first author3
  • middle author1
  • last author4

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

fields
  • math.ST6
  • cs.LG1
  • stat.ML1
same name
  • Takuya Koriyama — 3 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
20242026
collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2026

A Markov Chain Approach to Preference Alignment

Takuya Koriyama, Tengyuan Liang

We propose Markov Chain from Human Feedback (MCHF), an elementary approach for aligning generative models from pairwise human preferences. Unlike Reinforcement Learning from Human…

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