23 citations · 33 across the 8 of their papers we have counts for
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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…
stat.ML2022
Semi-Parametric Contextual Bandits with Graph-Laplacian Regularization
Young-Geun Choi, Gi-Soo Kim, Seunghoon Paik +1
Non-stationarity is ubiquitous in human behavior and addressing it in the contextual bandits is challenging. Several works have addressed the problem by investigating semi-parametr…