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Inria Lille, ENS Paris-Saclay Vianney Perchet, ENSAE & Criteo AI Lab, DeepMind Paris
Google DeepMind1
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Forget sub-Gaussian assumptions: this semi-bandit algorithm adapts to the true covariance structure of outcomes, leading to tighter regret bounds and better performance.