regret bound

Reinforcement Learning with Segment Feedback ICML 2025 Replication-proof Bandit Mechanism Design with Bayesian Agents AAAI 2025 Responding to Promises: No-regret learning against followers with memory L4DC 2025 Revisiting Differentially Private Algorithms for Decentralized Online Learning ICML 2025 Revisiting Online Learning Approach to Inverse Linear Optimization: A Fenchel–Young Loss Perspective and Gap-Dependent Regret Analysis AISTATS 2025 Revisiting Projection-Free Online Learning with Time-Varying Constraints AAAI 2025 Safe Cooperative Multi-Agent Reinforcement Learning with Function Approximation L4DC 2025 Safe Online Convex Optimization with Heavy-Tailed Observation Noises AAAI 2025 Safety in the Face of Adversity: Achieving Zero Constraint Violation in Online Learning with Slowly Changing Constraints AISTATS 2025 Scenario-Based Robust Optimization of Tree Structures AAAI 2025 Score-Aware Policy-Gradient and Performance Guarantees using Local Lyapunov Stability JMLR 2025 Second Order Bounds for Contextual Bandits with Function Approximation ICLR 2025 Sensor Scheduling in Intrusion Detection Games with Uncertain Payoffs L4DC 2025 SMMF: Square-Matricized Momentum Factorization for Memory-Efficient Optimization AAAI 2025 Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory AISTATS 2025 Steering No-Regret Agents in MFGs under Model Uncertainty AISTATS 2025 Stochastic Bandits Robust to Adversarial Attacks ICLR 2025 Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025 The Complexity of Sequential Prediction in Dynamical Systems L4DC 2025 Time-varying Gaussian Process Bandits with Unknown Prior AISTATS 2025 Towards Domain Adaptive Neural Contextual Bandits ICLR 2025 Towards Provably Efficient Learning of Imperfect Information Extensive-Form Games with Linear Function Approximation UAI 2025 Toward Understanding In-context vs. In-weight Learning ICLR 2025 Tracking Most Significant Shifts in Infinite-Armed Bandits ICML 2025 Transfer Q-Learning with Composite MDP Structures ICML 2025