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ENTITY The Price of Hidden Curvature: An $\widetilde{\Omega} (d^{5/4} \sqrt{T})$ Lower Bound for Bandit Convex Optimization

The Price of Hidden Curvature: An $\widetilde{\Omega} (d^{5/4} \sqrt{T})$ Lower Bound for Bandit Convex Optimization

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  1. RESEARCH · CL_156534 ·

    New lower bound shows bandit convex optimization is harder than linear bandits

    Researchers have established a new lower bound for bandit convex optimization, demonstrating that it is fundamentally more complex than linear bandits. The study introduces a novel class of convex functions that reveal …