Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of PlasticityKnowledge Discovery and Data Mining (KDD), 2025 |
Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial ContextsInternational Conference on Learning Representations (ICLR), 2025 |
FedConPE: Efficient Federated Conversational Bandits with Heterogeneous
ClientsInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 |
Fairness and Privacy Guarantees in Federated Contextual BanditsAdaptive Agents and Multi-Agent Systems (AAMAS), 2024 |
Online Corrupted User Detection and Regret MinimizationNeural Information Processing Systems (NeurIPS), 2023 |
Online Clustering of Bandits with Misspecified User ModelsNeural Information Processing Systems (NeurIPS), 2023 |