General ML · online learning papers, 2023–2026
General machine learning: online_learning
Scope: NeurIPS, ICLR, ICML and CVPR, 2023–2026. 416 papers are tagged with this topic.
Key findings
- General ML · online learning fell from 107 papers in 2023 to 105 in 2026, so interest is cooling.
- NeurIPS publishes the most General ML · online learning work: 199 papers from 2023 to 2026, 48% of the four-venue total.
- The fastest-growing overlap is with Theory · optimization: papers tagged with both rose from 0 in 2023 to 6 in 2026.
- Among the 6 topics under General Machine Learning, it ranks #6 by 2026 paper count; the fastest grower in the group, General ML · evaluation, is up 4.3x versus 1.0x here.
Papers per venue
Counts by year and venue
| Year | NeurIPS | ICLR | ICML | CVPR | Total |
|---|---|---|---|---|---|
| 2023 | 58 | 9 | 36 | 4 | 107 |
| 2024 | 48 | 9 | 33 | 6 | 96 |
| 2025 | 59 | 9 | 37 | 3 | 108 |
| 2026 | 34 | 13 | 49 | 9 | 105 |
Representative papers
Spread across years and venues so every edition shows up
- NeurIPS 2026$\delta$-Mem: : Efficient Online Memory For Large Language Models
- ICML 2026Beyond Point-wise Neural Collapse: A Topology-Aware Hierarchical Classifier for Class-Incremental Learning
- ICLR 2026Rethinking Data Curation in LLM Training: Online Reweighting Offers Better Generalization than Offline Methods
- CVPR 2026Dynamic Momentum Recalibration in Online Gradient Learning
- NeurIPS 2025$O(\sqrt{T})$ Static Regret and Instance Dependent Constraint Violation for Constrained Online Convex Optimization
- ICML 2025A Online Statistical Framework for Out-of-Distribution Detection
- ICLR 2025Event-Driven Online Vertical Federated Learning
- CVPR 2025InteractionMap: Improving Online Vectorized HDMap Construction with Interaction
- NeurIPS 2024A Theory of Optimistically Universal Online Learnability for General Concept Classes
- ICML 2024A General Online Algorithm for Optimizing Complex Performance Metrics
- ICLR 2024Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s)
- CVPR 2024Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning
- NeurIPS 2023A Batch-to-Online Transformation under Random-Order Model
- ICML 2023Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
- ICLR 2023Online Bias Correction for Task-Free Continual Learning
- CVPR 2023VisFusion: Visibility-Aware Online 3D Scene Reconstruction From Videos
- NeurIPS 2026A Single-Sample Polylogarithmic Regret Bound for Nonstationary Online Linear Programming
- ICML 2026CARE: Adaptive Calibration for Reliable Recommendations
- ICLR 2026Semi-Parametric Contextual Pricing with General Smoothness
- CVPR 2026Online3R Online Learning for Consistent Sequential Reconstruction Based on Geometry
All General ML · online learning papers
416 papers, page 5 of 9
- NeurIPS 2025Prediction-Powered Semi-Supervised Learning with Online Power Tuning
- NeurIPS 2025Regret Bounds for Adversarial Contextual Bandits with General Function Approximation and Delayed Feedback
- NeurIPS 2025Replicable Online Learning
- NeurIPS 2025Replicable Online pricing
- NeurIPS 2025Robust Contextual Pricing
- NeurIPS 2025SDTagNet: Leveraging Text-Annotated Navigation Maps for Online HD Map Construction
- NeurIPS 2025Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
- NeurIPS 2025Taming Adversarial Constraints in CMDPs
- NeurIPS 2025Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning
- NeurIPS 2025Trained Mamba Emulates Online Gradient Descent in In-Context Linear Regression
- NeurIPS 2025True Impact of Cascade Length in Contextual Cascading Bandits
- NeurIPS 2025Valid Selection among Conformal Sets
- NeurIPS 2025zip2zip: Inference-Time Adaptive Tokenization via Online Compression
- CVPR 2024Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning
- CVPR 2024Dual-Enhanced Coreset Selection with Class-wise Collaboration for Online Blurry Class Incremental Learning
- CVPR 2024Flow-Guided Online Stereo Rectification for Wide Baseline Stereo
- CVPR 2024Improving Plasticity in Online Continual Learning via Collaborative Learning
- CVPR 2024Learning Equi-angular Representations for Online Continual Learning
- CVPR 2024MGMap: Mask-Guided Learning for Online Vectorized HD Map Construction
- ICLR 2024Bandits with Replenishable Knapsacks: the Best of both Worlds
- ICLR 2024Compressed Context Memory for Online Language Model Interaction
- ICLR 2024Contextual Bandits with Online Neural Regression
- ICLR 2024Improved Regret Bounds for Non-Convex Online-Within-Online Meta Learning
- ICLR 2024Kalman Filter for Online Classification of Non-Stationary Data
- ICLR 2024Learning No-Regret Sparse Generalized Linear Models with Varying Observation(s)
- ICLR 2024Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
- ICLR 2024Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation
- ICLR 2024Online Stabilization of Spiking Neural Networks
- ICML 2024A General Online Algorithm for Optimizing Complex Performance Metrics
- ICML 2024Adaptively Learning to Select-Rank in Online Platforms
- ICML 2024Best of Both Worlds Guarantees for Smoothed Online Quadratic Optimization
- ICML 2024Beyond Implicit Bias: The Insignificance of SGD Noise in Online Learning
- ICML 2024Convergence of Online Learning Algorithm for a Mixture of Multiple Linear Regressions
- ICML 2024Discounted Adaptive Online Learning: Towards Better Regularization
- ICML 2024Efficient Online Set-valued Classification with Bandit Feedback
- ICML 2024Graph2Tac: Online Representation Learning of Formal Math Concepts
- ICML 2024Human Alignment of Large Language Models through Online Preference Optimisation
- ICML 2024Layerwise Proximal Replay: A Proximal Point Method for Online Continual Learning
- ICML 2024Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces
- ICML 2024MAGNOLIA: Matching Algorithms via GNNs for Online Value-to-go Approximation
- ICML 2024Model-Free Robust $\phi$-Divergence Reinforcement Learning Using Both Offline and Online Data
- ICML 2024Nash Incentive-compatible Online Mechanism Learning via Weakly Differentially Private Online Learning
- ICML 2024NDOT: Neuronal Dynamics-based Online Training for Spiking Neural Networks
- ICML 2024On Online Experimentation without Device Identifiers
- ICML 2024Online Adaptive Anomaly Thresholding with Confidence Sequences
- ICML 2024Online Algorithms with Uncertainty-Quantified Predictions
- ICML 2024Online bipartite matching with imperfect advice
- ICML 2024Online Cascade Learning for Efficient Inference over Streams
- ICML 2024Online conformal prediction with decaying step sizes
- ICML 2024Online Isolation Forest
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FAQ
- How many General ML · online learning papers were published at NeurIPS, ICLR, ICML and CVPR from 2023 to 2026?
- 416 in total: 107 in 2023, 96 in 2024, 108 in 2025, 105 in 2026.
- How many General ML · online learning papers are at NeurIPS 2026?
- NeurIPS 2026 has 34 General ML · online learning papers, versus 59 the year before.
- How many General ML · online learning papers are at ICLR 2026?
- ICLR 2026 has 13 General ML · online learning papers, versus 9 the year before.
- How many General ML · online learning papers are at ICML 2026?
- ICML 2026 has 49 General ML · online learning papers, versus 37 the year before.
- How many General ML · online learning papers are at CVPR 2026?
- CVPR 2026 has 9 General ML · online learning papers, versus 3 the year before.
- Which conference publishes the most General ML · online learning papers?
- NeurIPS, with 199 papers from 2023 to 2026.