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 6 of 9
- ICML 2024Online Learning in Betting Markets: Profit versus Prediction
- ICML 2024Online Learning with Bounded Recall
- ICML 2024Online Linear Regression in Dynamic Environments via Discounting
- ICML 2024Online Matrix Completion: A Collaborative Approach with Hott Items
- ICML 2024Online Resource Allocation with Non-Stationary Customers
- ICML 2024Online Speculative Decoding
- ICML 2024Position: Machine Learning-powered Assessments of the EU Digital Services Act Aid Quantify Policy Impacts on Online Harms
- ICML 2024Predictive Linear Online Tracking for Unknown Targets
- ICML 2024Rethinking Momentum Knowledge Distillation in Online Continual Learning
- ICML 2024Small-loss Adaptive Regret for Online Convex Optimization
- ICML 2024Understanding Adam Optimizer via Online Learning of Updates: Adam is FTRL in Disguise
- NeurIPS 2024A Theory of Optimistically Universal Online Learnability for General Concept Classes
- NeurIPS 2024AuctionNet: A Novel Benchmark for Decision-Making in Large-Scale Games
- NeurIPS 2024Bandits with Ranking Feedback
- NeurIPS 2024Bayesian Online Natural Gradient (BONG)
- NeurIPS 2024Bias in Motion: Theoretical Insights into the Dynamics of Bias in SGD Training
- NeurIPS 2024Contextual Active Model Selection
- NeurIPS 2024Contextual Multinomial Logit Bandits with General Value Functions
- NeurIPS 2024Dueling over Dessert, Mastering the Art of Repeated Cake Cutting
- NeurIPS 2024Fair Online Bilateral Trade
- NeurIPS 2024Fully Unconstrained Online Learning
- NeurIPS 2024Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints
- NeurIPS 2024Gradient-Variation Online Learning under Generalized Smoothness
- NeurIPS 2024GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
- NeurIPS 2024Honor Among Bandits: No-Regret Learning for Online Fair Division
- NeurIPS 2024Information-theoretic Limits of Online Classification with Noisy Labels
- NeurIPS 2024Label Delay in Online Continual Learning
- NeurIPS 2024Learning to Price Homogeneous Data
- NeurIPS 2024Learning-Augmented Algorithms with Explicit Predictors
- NeurIPS 2024Lookback Prophet Inequalities
- NeurIPS 2024Multiclass Transductive Online Learning
- NeurIPS 2024On the Necessity of Collaboration for Online Model Selection with Decentralized Data
- NeurIPS 2024Online Bayesian Persuasion Without a Clue
- NeurIPS 2024Online Budgeted Matching with General Bids
- NeurIPS 2024Online Classification with Predictions
- NeurIPS 2024Online Consistency of the Nearest Neighbor Rule
- NeurIPS 2024Online Convex Optimisation: The Optimal Switching Regret for all Segmentations Simultaneously
- NeurIPS 2024Online Estimation via Offline Estimation: An Information-Theoretic Framework
- NeurIPS 2024Online Iterative Reinforcement Learning from Human Feedback with General Preference Model
- NeurIPS 2024Online Learning of Delayed Choices
- NeurIPS 2024Online Learning with Sublinear Best-Action Queries
- NeurIPS 2024Online Non-convex Learning in Dynamic Environments
- NeurIPS 2024Online Weighted Paging with Unknown Weights
- NeurIPS 2024Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL
- NeurIPS 2024Optimizing the coalition gain in Online Auctions with Greedy Structured Bandits
- NeurIPS 2024Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms
- NeurIPS 2024PRODuctive bandits: Importance Weighting No More
- NeurIPS 2024Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
- NeurIPS 2024Provably Efficient Interactive-Grounded Learning with Personalized Reward
- NeurIPS 2024Query-Efficient Correlation Clustering with Noisy Oracle
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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.