conftrace_

regret optimization

9 papers

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Co-occurring keywords

regret bound (1926) multi-armed bandit (1098) convex optimization (1321) ucb algorithm (44) pareto optimality (78) asymptotic optimality (32) online algorithm (445) bandit optimization (32) generalized linear model (138) optimistic algorithm (35)

Papers

Scenario-Based Robust Optimization of Tree Structures AAAI 2025
Wasserstein distributionally robust regret-optimal control over infinite-horizon L4DC 2024
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time NIPS 2023
Nothing but Regrets — Privacy-Preserving Federated Causal Discovery AISTATS 2023
Regret-Optimal Filtering AISTATS 2021
Optimizing Optimizers: Regret-optimal gradient descent algorithms COLT 2021
Crush Optimism with Pessimism: Structured Bandits Beyond Asymptotic Optimality NIPS 2020
Volumetric Spanners: an Efficient Exploration Basis for Learning COLT 2014
Parametric Bandits: The Generalized Linear Case NIPS 2010