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 233 篇，第 4 / 5 页

  1. ICML 2025Should Decision-Makers Reveal Classifiers in Online Strategic Classification?
  2. ICML 2025Sleeping Reinforcement Learning
  3. ICML 2025Stealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning
  4. ICML 2025Stochastic Online Conformal Prediction with Semi-Bandit Feedback
  5. ICML 2025The Batch Complexity of Bandit Pure Exploration
  6. ICML 2025The Harder Path: Last Iterate Convergence for Uncoupled Learning in Zero-Sum Games with Bandit Feedback
  7. ICML 2025Tracking Most Significant Shifts in Infinite-Armed Bandits
  8. ICML 2025Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective
  9. ICML 2025Value-Based Deep RL Scales Predictably
  10. ICML 2025Zero-Inflated Bandits
  11. ICML 2024Adaptively Learning to Select-Rank in Online Platforms
  12. ICML 2024ATraDiff: Accelerating Online Reinforcement Learning with Imaginary Trajectories
  13. ICML 2024BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
  14. ICML 2024Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
  15. ICML 2024Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions
  16. ICML 2024Discounted Adaptive Online Learning: Towards Better Regularization
  17. ICML 2024Efficient Online Set-valued Classification with Bandit Feedback
  18. ICML 2024Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning
  19. ICML 2024Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
  20. ICML 2024MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
  21. ICML 2024Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning
  22. ICML 2024NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
  23. ICML 2024Non-parametric Online Change Point Detection on Riemannian Manifolds
  24. ICML 2024OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning
  25. ICML 2024On Online Experimentation without Device Identifiers
  26. ICML 2024Online Adaptive Anomaly Thresholding with Confidence Sequences
  27. ICML 2024Online Algorithms with Uncertainty-Quantified Predictions
  28. ICML 2024Online bipartite matching with imperfect advice
  29. ICML 2024Online Cascade Learning for Efficient Inference over Streams
  30. ICML 2024Online conformal prediction with decaying step sizes
  31. ICML 2024Online Isolation Forest
  32. ICML 2024Online Learning in Betting Markets: Profit versus Prediction
  33. ICML 2024Online Learning with Bounded Recall
  34. ICML 2024Online Linear Regression in Dynamic Environments via Discounting
  35. ICML 2024Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning
  36. ICML 2024Online Matrix Completion: A Collaborative Approach with Hott Items
  37. ICML 2024Online Resource Allocation with Non-Stationary Customers
  38. ICML 2024Online Speculative Decoding
  39. ICML 2024Online Variational Sequential Monte Carlo
  40. ICML 2024Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms
  41. ICML 2024Predictive Linear Online Tracking for Unknown Targets
  42. ICML 2024Rethinking Momentum Knowledge Distillation in Online Continual Learning
  43. ICML 2024Scalable Online Exploration via Coverability
  44. ICML 2024Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
  45. ICML 2023Actor-Critic Alignment for Offline-to-Online Reinforcement Learning
  46. ICML 2023Applied Online Algorithms with Heterogeneous Predictors
  47. ICML 2023Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
  48. ICML 2023Bayesian online change point detection with Hilbert space approximate Student-t process
  49. ICML 2023Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions
  50. ICML 2023Doubly Optimal No-Regret Learning in Monotone Games

在 Claude、Cursor 里直接问这个趋势

接上 Paperlist MCP 后，写综述、挑方向或准备投稿时，不用离开对话框就能拿到这页的数字：每年各会议的论文数、增长倍数、涨得最快的子方向和代表论文，AI 会按你的问题整理。

可以直接复制这句话问 AI

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"}

两分钟接入 Paperlist MCP（Claude Code、Cursor、Codex、ChatGPT）

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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