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 7 of 9
- NeurIPS 2024RanDumb: Random Representations Outperform Online Continually Learned Representations
- NeurIPS 2024Real-Time Selection Under General Constraints via Predictive Inference
- NeurIPS 2024Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers
- NeurIPS 2024Smoothed Online Classification can be Harder than Batch Classification
- NeurIPS 2024Stabilizing Linear Passive-Aggressive Online Learning with Weighted Reservoir Sampling
- NeurIPS 2024Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification
- NeurIPS 2024Tight Rates for Bandit Control Beyond Quadratics
- NeurIPS 2024Truthfulness of Calibration Measures
- NeurIPS 2024Universal Online Convex Optimization with $1$ Projection per Round
- CVPR 2023PCR: Proxy-Based Contrastive Replay for Online Class-Incremental Continual Learning
- CVPR 2023SurfelNeRF: Neural Surfel Radiance Fields for Online Photorealistic Reconstruction of Indoor Scenes
- CVPR 2023Temporally Consistent Online Depth Estimation Using Point-Based Fusion
- CVPR 2023VisFusion: Visibility-Aware Online 3D Scene Reconstruction From Videos
- ICLR 2023A CMDP-within-online framework for Meta-Safe Reinforcement Learning
- ICLR 2023Hebbian Deep Learning Without Feedback
- ICLR 2023Meta-Learning in Games
- ICLR 2023Multi-Objective Online Learning
- ICLR 2023New Insights for the Stability-Plasticity Dilemma in Online Continual Learning
- ICLR 2023Online Bias Correction for Task-Free Continual Learning
- ICLR 2023Online Boundary-Free Continual Learning by Scheduled Data Prior
- ICLR 2023Online Low Rank Matrix Completion
- ICLR 2023The Role of Coverage in Online Reinforcement Learning
- ICML 2023Actor-Critic Alignment for Offline-to-Online Reinforcement Learning
- ICML 2023Applied Online Algorithms with Heterogeneous Predictors
- ICML 2023Banker Online Mirror Descent: A Universal Approach for Delayed Online Bandit Learning
- ICML 2023Computational Doob h-transforms for Online Filtering of Discretely Observed Diffusions
- ICML 2023Efficient Online Reinforcement Learning with Offline Data
- ICML 2023Fair yet Asymptotically Equal Collaborative Learning
- ICML 2023Fast Online Node Labeling for Very Large Graphs
- ICML 2023Fast Online Value-Maximizing Prediction Sets with Conformal Cost Control
- ICML 2023GNOT: A General Neural Operator Transformer for Operator Learning
- ICML 2023Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning
- ICML 2023Improved Online Conformal Prediction via Strongly Adaptive Online Learning
- ICML 2023Improved Online Learning Algorithms for CTR Prediction in Ad Auctions
- ICML 2023Improved Regret for Efficient Online Reinforcement Learning with Linear Function Approximation
- ICML 2023Learning Distributions over Quantum Measurement Outcomes
- ICML 2023Learning Rate Schedules in the Presence of Distribution Shift
- ICML 2023Leveraging Demonstrations to Improve Online Learning: Quality Matters
- ICML 2023Leveraging Offline Data in Online Reinforcement Learning
- ICML 2023Minimalistic Predictions to Schedule Jobs with Online Precedence Constraints
- ICML 2023Mirror Sinkhorn: Fast Online Optimization on Transport Polytopes
- ICML 2023Mixing Predictions for Online Metric Algorithms
- ICML 2023Multi-agent Online Scheduling: MMS Allocations for Indivisible Items
- ICML 2023Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression
- ICML 2023Online Learning in Stackelberg Games with an Omniscient Follower
- ICML 2023Online Learning with Feedback Graphs: The True Shape of Regret
- ICML 2023Online Platt Scaling with Calibeating
- ICML 2023Online Restless Bandits with Unobserved States
- ICML 2023Optimal Arms Identification with Knapsacks
- ICML 2023Optimal Stochastic Non-smooth Non-convex Optimization through Online-to-Non-convex Conversion
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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.