conftrace_

online learning

1,990 papers

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OL

Co-occurring keywords · papers mentioning both

regret bound (732) multi-armed bandit (313) stochastic optimization (132) regret minimization (114) contextual bandit (102) reinforcement learning (89) online algorithm (81) continual learning (72) convex optimization (71) adversarial learning (62)

Papers

FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning AAAI 2025 Feature-Based Online Bilateral Trade ICLR 2025 Federated Continual Learning Goes Online: Uncertainty-Aware Memory Management for Vision Tasks and Beyond ICLR 2025 Forecasting Competitions with Correlated Events AAAI 2025 Generalization Bounds for Dependent Data using Online-to-Batch Conversion. AISTATS 2025 Generalization bounds for mixing processes via delayed online-to-PAC conversions ALT 2025 Gradient Equilibrium in Online Learning: Theory and Applications JMLR 2025 Gradient Methods with Online Scaling COLT 2025 HERO: Human-Feedback Efficient Reinforcement Learning for Online Diffusion Model Finetuning ICLR 2025 High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise AISTATS 2025 Implicit Riemannian Optimism with Applications to Min-Max Problems ICML 2025 InstaTrain: Adaptive Training via Ultra-Fast Natural Annealing within Dynamical Systems ICLR 2025 Iterated Belief Change as Learning IJCAI 2025 Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoning AISTATS 2025 L4: Mutual Learning Helps Lifelong Language Learning EMNLP 2025 Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret CVPR 2025 Learning to Extrapolate and Adjust: Two-Stage Meta-Learning for Concept Drift in Online Time Series Forecasting IJCAI 2025 Learning to Generate Gradients for Test-Time Adaptation via Test-Time Training Layers AAAI 2025 Learning with contextual information in non-stationary environments L4DC 2025 Leveraging Offline Data in Linear Latent Contextual Bandits ICML 2025 LexTempus: Enhancing Temporal Generalizability of Legal Language Models Through Dynamic Mixture of Experts ACL 2025 Lifelong Scalable Generative System via Online Maximum Mean Discrepancy AAAI 2025 Lipschitz Bandits in Optimal Space ICLR 2025 Longhorn: State Space Models are Amortized Online Learners ICLR 2025 Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model WACV 2025