Online Learning

KSK@DravidianLangTech 2025: Political Multiclass Sentiment Analysis of Tamil X (Twitter) Comments Using Incremental Learning NAACL 2025 Learning-Augmented Algorithms for Online Concave Packing and Convex Covering Problems AISTATS 2025 Learning with contextual information in non-stationary environments L4DC 2025 Lifelong Scalable Generative System via Online Maximum Mean Discrepancy AAAI 2025 Linear Streaming Bandit: Regret Minimization and Fixed-Budget Epsilon-Best Arm Identification AAAI 2025 List Update with Prediction AAAI 2025 Logarithmic Regret for Nonlinear Control L4DC 2025 LONG3R: Long Sequence Streaming 3D Reconstruction ICCV 2025 Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025 Minimalistic Predictions for Online Class Constraint Scheduling ICLR 2025 Mixture of Online and Offline Experts for Non-Stationary Time Series AAAI 2025 MODL: Multilearner Online Deep Learning AISTATS 2025 Multi-armed Bandits with Missing Outcomes UAI 2025 Multiple Trade-offs: An Improved Approach for Lexicographic Linear Bandits AAAI 2025 Narrowing the Gap between Adversarial and Stochastic MDPs via Policy Optimization AISTATS 2025 Nearly Tight Bounds for Exploration in Streaming Multi-Armed Bandits with Known Optimality Gap AAAI 2025 On Continuous Monitoring of Risk Violations under Unknown Shift UAI 2025 Online Assortment and Price Optimization Under Contextual Choice Models AISTATS 2025 Online Generalized Magician’s Problem with Multiple Workers UAI 2025 Online Learning of Coalition Structures by Selfish Agents AAAI 2025 Online Learning with Stochastically Partitioning Experts UAI 2025 Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting AAAI 2025 Online Reinforcement Learning in Non-Stationary Context-Driven Environments ICLR 2025 Online Resource Sharing: Better Robust Guarantees via Randomized Strategies IJCAI 2025 On Preference-based Stochastic Linear Contextual Bandits with Knapsacks AISTATS 2025