online learning

AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025 Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problems IJCAI 2025 Batch Ensemble for Variance Dependent Regret in Stochastic Bandits AAAI 2025 BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale AAAI 2025 Best of Both Worlds: Regret Minimization versus Minimax Play ICML 2025 Calibrated Regression Against An Adversary Without Regret UAI 2025 CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control JMLR 2025 Computational Intractability of Strategizing against Online Learners COLT 2025 Contextual Bandits with Stage-wise Constraints JMLR 2025 Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence Interspeech 2025 Curating Demonstrations using Online Experience RSS 2025 Debiasing Online Preference Learning via Preference Feature Preservation ACL 2025 Decentralized Online Learning by Selfish Agents in Coalition Formation IJCAI 2025 Deep Graph Online Hashing for Multi-Label Image Retrieval AAAI 2025 Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025 Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series Forecasting AAAI 2025 Distribution-Aware Online Learning for Urban Spatiotemporal Forecasting on Streaming Data IJCAI 2025 Do LLM Agents Have Regret? A Case Study in Online Learning and Games ICLR 2025 DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback ICLR 2025 Efficiently Identifying Watermarked Segments in Mixed-Source Texts ACL 2025 Efficient Methods for Non-stationary Online Learning JMLR 2025 Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization CVPR 2025 Equal Merit Does Not Imply Equality: Discrimination at Equilibrium in a Hiring Market with Symmetric Agents AAAI 2025 Event-Driven Online Vertical Federated Learning ICLR 2025 Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization ICML 2025