online learning

Optimization Over a Probability Simplex JMLR 2025 Problem-dependent Regret for Lexicographic Multi-Armed Bandits with Adversarial Corruptions IJCAI 2025 PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online Learning ICCV 2025 Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent ICML 2025 Recursive Learning of Asymptotic Variational Objectives AISTATS 2025 Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control AAAI 2025 Regret Bounds for Episodic Risk-Sensitive Linear Quadratic Regulator ICLR 2025 ReSpec: Relevance and Specificity Grounded Online Filtering for Learning on Video-Text Data Streams CVPR 2025 Responding to Promises: No-regret learning against followers with memory L4DC 2025 ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 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 Reward Dimension Reduction for Scalable Multi-Objective Reinforcement Learning ICLR 2025 Salient Frequency-aware Exemplar Compression for Resource-constrained Online Continual Learning AAAI 2025 Scalable Decentralized Algorithms for Online Personalized Mean Estimation AAAI 2025 Semi-Supervised Online Cross-Modal Hashing AAAI 2025 Sensor Scheduling in Intrusion Detection Games with Uncertain Payoffs L4DC 2025 Simple Policy Optimization ICML 2025 Stochastic Bandits Robust to Adversarial Attacks ICLR 2025 Stochastic Online Conformal Prediction with Semi-Bandit Feedback ICML 2025 Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback AAAI 2025 SuBiTO: Synopsis-based Training Optimization for Continuous Real-Time Neural Learning over Big Streaming Data AAAI 2025 Test-Time Training on Video Streams JMLR 2025 The Complexity of Sequential Prediction in Dynamical Systems L4DC 2025 The Crucial Role of Samplers in Online Direct Preference Optimization ICLR 2025