理论 · online learning论文趋势 2023–2026

学习理论及相关：online_learning

统计范围：NeurIPS、ICLR、ICML、CVPR 四个会议，2023–2026 年，共 763 篇被归入该主题的论文。

主要结论

每年论文数

各会议论文数

按年份和会议统计

理论 · online learning论文数，按年份和会议
年份NeurIPSICLRICMLCVPR合计
202310117397164
202416913348224
20258918744185
20266827869190

代表论文

按年份和会议均匀挑选，方便快速看到每一届的样貌

全部理论 · online learning论文

年份全部2023202420252026
会议全部NeurIPSICLRICMLCVPR

共 763 篇，第 4 / 16 页

  1. NeurIPS 2026Lyapunov-Driven Optimistic Learning for Online Scheduling with Multi-Stage Tasks
  2. NeurIPS 2026MIST: Reliable Streaming Decision Trees for Online Class-Incremental Learning via McDiarmid Bound
  3. NeurIPS 2026Mitigating Compounding Errors in Online Reinforcement Learning via Optimal Transport Regularized Flow Matching
  4. NeurIPS 2026Mixture-of-Experts for Online Matrix Completion on a Drifting Union of Subspaces
  5. NeurIPS 2026MonoChunk3D: Monocular Online 3D Instance Segmentation with Persistent Instance States
  6. NeurIPS 2026Non-Asymptotic Best Policy Identification Guarantees in Online Reinforcement Learning
  7. NeurIPS 2026Online Bayesian Recalibration of Brain–Computer Interfaces with Language Model Potentials
  8. NeurIPS 2026Online Control with Multiple Sensors
  9. NeurIPS 2026Online Data Selection for Instruction Tuning via Gaussian Processes
  10. NeurIPS 2026Online Decision-Focused Learning under Semi-Bandit Feedback
  11. NeurIPS 2026Online Directional Regression for Streaming Sufficient Dimension Reduction
  12. NeurIPS 2026Online Evaluation of LLMs via Dyadic Designs
  13. NeurIPS 2026Online Fair Division Meets Reordering Buffers
  14. NeurIPS 2026Online Learning in Stabilized Linear Dynamical Games with Adversarial Disturbances
  15. NeurIPS 2026Online Learning via Learned Latent Bayesian Tracking
  16. NeurIPS 2026Online Localized Conformal Prediction
  17. NeurIPS 2026Online Minimum Description Length Passive-Aggressive Algorithms
  18. NeurIPS 2026Online Quantile Omniprediction for Proper Losses
  19. NeurIPS 2026Online Resource Allocation With General Constraints
  20. NeurIPS 2026Online Set Learning from Precision and Recall Feedback
  21. NeurIPS 2026Optimal Recalibration of an Online Predictor
  22. NeurIPS 2026Oracle-Robust Online Alignment for Large Language Models
  23. NeurIPS 2026OWCE: Revealing Language Model Complementarity via Online Weakness-Conditioned Evaluation
  24. NeurIPS 2026Personalized and Collaborative Online LQR via Thompson Sampling
  25. NeurIPS 2026Posterior Sampling-based Online Learning for Episodic POMDPs
  26. NeurIPS 2026Propagation of Chaos in Contextual Flow Maps
  27. NeurIPS 2026Provably Efficient Regularized Online RLHF with Generalized Bilinear Preferences
  28. NeurIPS 2026Regret–Oracle Complexity Tradeoffs in Agnostic Online Learning
  29. NeurIPS 2026Replicable Constrained Bandits
  30. NeurIPS 2026Risk-Averse Online POMDP Planning via CVaR of the Immediate Cost with Performance Guarantees
  31. NeurIPS 2026RL-Inf: Tracking Non-local Training Data Influence for Online Reinforcement Learning
  32. NeurIPS 2026Safe Score Matching: Diffusion Policies with Hamilton-Jacobi Reachability for Online Safe Reinforcement Learning
  33. NeurIPS 2026Speed Predictions for Online Energy-Efficient Scheduling
  34. NeurIPS 2026Strongly Adaptive Online Learning with Time-Varying Movement Cost
  35. NeurIPS 2026Tackling the Data-Parallel Load Balancing Bottleneck in LLM Serving: Practical Online Routing at Scale
  36. NeurIPS 2026The Minimax Rate of Online Isotonic Regression on Product Orders
  37. NeurIPS 2026The Power of a Random Sample in Online Algorithms
  38. NeurIPS 2026Token Filtering: Online Attention Pruning via KV Similarity for Efficient LLM Inference
  39. NeurIPS 2026Toward Online Robust Zero-Sum Markov Games with Function Approximation
  40. NeurIPS 2026When Does Online Imitation Learning Help in LLM Post-Training? The Role of (Non-)Realizability Beyond Horizon
  41. CVPR 2025Ferret: An Efficient Online Continual Learning Framework under Varying Memory Constraints
  42. CVPR 2025InteractionMap: Improving Online Vectorized HDMap Construction with Interaction
  43. CVPR 2025Label Shift Meets Online Learning: Ensuring Consistent Adaptation with Universal Dynamic Regret
  44. CVPR 2025Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution
  45. ICLR 2025Almost Optimal Batch-Regret Tradeoff for Batch Linear Contextual Bandits
  46. ICLR 2025An Online Learning Theory of Trading-Volume Maximization
  47. ICLR 2025Demystifying Online Clustering of Bandits: Enhanced Exploration Under Stochastic and Smoothed Adversarial Contexts
  48. ICLR 2025DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback
  49. ICLR 2025Efficient Online Pruning and Abstraction for Imperfect Information Extensive-Form Games
  50. ICLR 2025Event-Driven Online Vertical Federated Learning

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用 paperlist 查理论 · online learning在 NeurIPS 2023–2026 的论文趋势，哪一年涨得最快？

AI 会调用的工具：get_topic_stats {"topic": "theory-online-learning"}

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常见问题

2023–2026 年四大会议一共有多少篇理论 · online learning论文？
共 763 篇，按年份分别是 2023 年 164 篇、2024 年 224 篇、2025 年 185 篇、2026 年 190 篇。
NeurIPS 2026 有多少篇理论 · online learning论文？
NeurIPS 2026 有 68 篇理论 · online learning论文，上一届是 89 篇。
ICLR 2026 有多少篇理论 · online learning论文？
ICLR 2026 有 27 篇理论 · online learning论文，上一届是 18 篇。
ICML 2026 有多少篇理论 · online learning论文？
ICML 2026 有 86 篇理论 · online learning论文，上一届是 74 篇。
CVPR 2026 有多少篇理论 · online learning论文？
CVPR 2026 有 9 篇理论 · online learning论文，上一届是 4 篇。
哪个会议的理论 · online learning论文最多？
NeurIPS，2023–2026 年共 427 篇。

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