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Junpei Komiyama
Junpei Komiyama
PulseAugur coverage of Junpei Komiyama — every cluster mentioning Junpei Komiyama across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New research paper explores replicability in multi-armed bandit algorithms
A new research paper published on arXiv introduces a novel approach to multi-armed bandit algorithms, focusing on replicability. The paper, titled "Replicability is Asymptotically Free in Multi-armed Bandits," demonstra…
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New algorithm offers rate-optimal design for anytime best arm identification
Researchers have developed a new algorithm called Almost Tracking for the best arm identification problem, which aims to find the most rewarding option from a set of choices with limited sampling. This algorithm is nota…