Machine Learning
132,800 papers (10 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
5
22
43
74
52
76
308
315
348
358
533
570
711
1,481
1,361
1,651
2,440
3,865
5,968
9,301
11,133
13,312
14,452
17,500
20,351
21,167
5,403
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Online Learning with Stochastically Partitioning Experts
UAI 2025
Online Learning with Unknown Constraints
ICML 2025
Online Linear Classification with Massart Noise
ICML 2025
Online-LoRA: Task-Free Online Continual Learning via Low Rank Adaptation
WACV 2025
Online MDP with Prototypes Information: A Robust Adaptive Approach
AAAI 2025
Online Nonsubmodular Optimization with Delayed Feedback in the Bandit Setting
AAAI 2025
Online Planning in MDPs with Stochastic Durative Actions
IJCAI 2025
Online Preference Alignment for Language Models via Count-based Exploration
ICLR 2025
Online Pre-Training for Offline-to-Online Reinforcement Learning
ICML 2025
Online Prompt Selection for Program Synthesis
AAAI 2025
Online Quantile Regression
JMLR 2025
Online Reinforcement Learning in Non-Stationary Context-Driven Environments
ICLR 2025
Online Resource Sharing: Better Robust Guarantees via Randomized Strategies
IJCAI 2025
Online Reward-Weighted Fine-Tuning of Flow Matching with Wasserstein Regularization
ICLR 2025
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
AISTATS 2025
Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution
CVPR 2025
Online-to-PAC generalization bounds under graph-mixing dependencies
AISTATS 2025
On LLM-Based Scientific Inductive Reasoning Beyond Equations
EMNLP 2025
On Local Overfitting and Forgetting in Deep Neural Networks
AAAI 2025
On Local Posterior Structure in Deep Ensembles
AISTATS 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models
ACL 2025
On Many-Shot In-Context Learning for Long-Context Evaluation
ACL 2025
On Measuring Inconsistency in Graph Databases with Regular Path Constraints (Abstract Reprint)
IJCAI 2025
On Measuring Long-Range Interactions in Graph Neural Networks
ICML 2025
On Memorization of Large Language Models in Logical Reasoning
IJCNLP 2025