12 citations · 28 across the 11 of their papers we have counts for
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econ.EM2023
Bandwidth Selection for Treatment Choice with Binary Outcomes
Takuya Ishihara
This study considers the treatment choice problem when outcome variables are binary. We focus on statistical treatment rules that plug in fitted values based on nonparametric kerne…
cs.LG2023★ 1 cited
Asymptotically Optimal Fixed-Budget Best Arm Identification with Variance-Dependent Bounds
Masahiro Kato, Masaaki Imaizumi, Takuya Ishihara +1
We investigate the problem of fixed-budget best arm identification (BAI) for minimizing expected simple regret. In an adaptive experiment, a decision maker draws one of multiple tr…