conftrace_

Machine Learning

132,800 papers (10 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

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)

Augmented Lagrangian Risk-constrained Reinforcement Learning for Portfolio Optimization (Student Abstract) AAAI 2025 Augmenting Compliance-Guaranteed Customer Service Chatbots: Context-Aware Knowledge Expansion with Large Language Models EMNLP 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 Augmenting Moment Retrieval: Zero-Dependency Two-Stage Learning ICCV 2025 Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025 Augmenting Online Algorithms for Knapsack Problem with Total Weight Information AAAI 2025 Augmenting Online RL with Offline Data is All You Need: A Unified Hybrid RL Algorithm Design and Analysis UAI 2025 Augmenting Perceptual Super-Resolution via Image Quality Predictors CVPR 2025 Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025 Augmenting Sign Language Translation Datasets with Large Language Models AACL 2025 AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025 A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs JMLR 2025 A Unified Approach to Interpreting Self-supervised Pre-training Methods for 3D Point Clouds via Interactions CVPR 2025 A Unified Approach to Routing and Cascading for LLMs ICML 2025 A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression ICML 2025 A Unified Degradation-Robust Approach to SSL and UDA for 3D Medical Images AAAI 2025 A Unified Evaluation Framework for Epistemic Predictions AISTATS 2025 A Unified Framework for Entropy Search and Expected Improvement in Bayesian Optimization ICML 2025 A Unified Framework for Forward and Inverse Problems in Subsurface Imaging using Latent Space Translations ICLR 2025 A Unified Framework for Generalization Error Analysis of Learning with Arbitrary Discrete Weak Features ICML 2025 A Unified Framework for Heterogeneous Semi-supervised Learning CVPR 2025 A Unified Framework for Human-Allied Learning of Probabilistic Circuits AAAI 2025 A Unified Framework to BRIDGE Complete and Incomplete Deep Multi-View Clustering under Non-IID Missing Patterns ICCV 2025 A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning JMLR 2025 A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025