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cs.GT2025
Online Budget Allocation with Censored Semi-Bandit Feedback
François Bachoc, Nicolò Cesa-Bianchi, Tommaso Cesari +1
We study a stochastic budget-allocation problem over tasks. At each round , the learner chooses an allocation . Task succeeds with probability $F_k(X_{t,k})…
stat.ML2025
A Tight Regret Analysis of Non-Parametric Repeated Contextual Brokerage
François Bachoc, Tommaso Cesari, Roberto Colomboni
We study a contextual version of the repeated brokerage problem. In each interaction, two traders with private valuations for an item seek to buy or sell based on the learner's-a b…