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researcher

Junpei Komiyama

39 papers hereh-index 14819 citations65 works total

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

author position
  • sole author1
  • first author19
  • middle author10
  • last author8

Across the 38 of 39 papers where every author was matched, so the position is known.

fields
  • stat.ML19
  • cs.LG8
  • cs.AI3
  • econ.EM2
  • econ.TH2
  • stat.ME2

identity via Semantic Scholar / OpenAlex

activity
20152026
most citedOptimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays

70 citations · 161 across the 37 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

econ.TH2020★ 9 cited

On Statistical Discrimination as a Failure of Social Learning: A Multi-Armed Bandit Approach

Junpei Komiyama, Shunya Noda

We analyze statistical discrimination in hiring markets using a multi-armed bandit model. Myopic firms face workers arriving with heterogeneous observable characteristics. The asso…

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