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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 2019 · stat.MLShow all

2 papers · 2 filters

stat.ML2019★ 23 cited

Doubly-Robust Lasso Bandit

Gi-Soo Kim, Myunghee Cho Paik

Contextual multi-armed bandit algorithms are widely used in sequential decision tasks such as news article recommendation systems, web page ad placement algorithms, and mobile heal…

stat.ML2019★ 6 cited

Contextual Multi-armed Bandit Algorithm for Semiparametric Reward Model

Gi-Soo Kim, Myunghee Cho Paik

Contextual multi-armed bandit (MAB) algorithms have been shown promising for maximizing cumulative rewards in sequential decision tasks such as news article recommendation systems,…

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