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Bubeck et al.
Bubeck et al.
PulseAugur coverage of Bubeck et al. — every cluster mentioning Bubeck et al. across labs, papers, and developer communities, ranked by signal.
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RECENT · PAGE 1/1 · 2 TOTAL
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New analysis shows existing algorithm achieves optimal regret for adversarial bandits
Researchers have analyzed the regret bounds for adversarial multi-armed bandits, focusing on second-order path-length regret. They demonstrated that an existing algorithm by Bubeck et al. can achieve near-optimal regret…
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Researchers explore robust out-of-distribution optimization and stochastic function maximization
Researchers have introduced a novel framework for robust out-of-distribution stochastic optimization, designed to make effective decisions even when historical data does not perfectly match the target distribution. This…