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Gi-Soo Kim

3 papers here

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

author position
  • first author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • stat.ML2
  • cs.LG1
ORCID 0000-0002-2983-2367
same name
  • Gi-Soo Kim — 3 papers, h 8

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

most citedBandit-supported care planning for older people with complex health and care needs

1 citations · 1 across the 3 of their papers we have counts for

collaborators

3 papers

stat.ML2023★ 1 cited

Bandit-supported care planning for older people with complex health and care needs

Gi-Soo Kim, Young Suh Hong, Tae Hoon Lee +2

Long-term care service for old people is in great demand in most of the aging societies. The number of nursing homes residents is increasing while the number of care providers is l…

cs.LG2023

GBOSE: Generalized Bandit Orthogonalized Semiparametric Estimation

Mubarrat Chowdhury, Elkhan Ismayilzada, Khalequzzaman Sayem +1

In sequential decision-making scenarios i.e., mobile health recommendation systems revenue management contextual multi-armed bandit algorithms have garnered attention for their per…

stat.ML2022

Robust Tests in Online Decision-Making

Gi-Soo Kim, Hyun-Joon Yang, Jane P. Kim

Bandit algorithms are widely used in sequential decision problems to maximize the cumulative reward. One potential application is mobile health, where the goal is to promote the us…

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