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Mark Sellke

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titleconferencedate
Multi-Player Bandits With No CollisionsMulti-Agent Reinforcement Learning and Bandit Learning2022-04-29
Claims that exact collision-free algorithm constructions achieve minimax square-root(T) regret (up to log and poly(K) factors) with independent Bernoulli…
Talk on
Tight Algorithmic Thresholds for Spin Glass HamiltoniansRigorous Evidence for Information-Computation Trade-offs2021-09-13
Provides a tight characterization of the algorithmic threshold ALG for optimizing mean-field spin glass Hamiltonians (Ising and spherical, even-degree models…
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Metrical Service Systems with TransformationsITCS 20212021-01-06
Defines Metrical Server Systems with Transformations: each request is a map from domain AT to image BT and the algorithm pays only to move into AT. Shows any…
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