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researcher

Gi-Soo Kim

9 papers hereh-index 8307 citations24 works total

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

author position
  • first author4
  • middle author4
  • last author1

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • stat.ML7
  • cs.LG2

identity via Semantic Scholar / OpenAlex

activity
20192025
most citedDoubly-Robust Lasso Bandit

23 citations · 33 across the 8 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

stat.ML2021★ 3 cited

Doubly robust Thompson sampling for linear payoffs

Wonyoung Kim, Gi-soo Kim, Myunghee Cho Paik

A challenging aspect of the bandit problem is that a stochastic reward is observed only for the chosen arm and the rewards of other arms remain missing. The dependence of the arm c…

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