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)

Prediction-Based Adaptive Variable Ordering Heuristics for Constraint Satisfaction Problems AAAI 2025 Prediction-Centric Uncertainty Quantification via MMD AISTATS 2025 Prediction-Feedback DETR for Temporal Action Detection AAAI 2025 Prediction Hubs are Context-Informed Frequent Tokens in LLMs ACL 2025 Prediction models that learn to avoid missing values ICML 2025 Prediction-Powered Adaptive Shrinkage Estimation ICML 2025 Prediction-Powered E-Values ICML 2025 Prediction Risk and Estimation Risk of the Ridgeless Least Squares Estimator under General Assumptions on Regression Errors ICLR 2025 Prediction via Shapley Value Regression ICML 2025 Predictive Data Selection: The Data That Predicts Is the Data That Teaches ICML 2025 Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach AAAI 2025 Predictive Modeling of Human Developers’ Evaluative Judgment of Generated Code as a Decision Process EMNLP 2025 Predictive Monitoring of Black-Box Dynamical Systems L4DC 2025 Predictive Performance of Deep Quantum Data Re-uploading Models ICML 2025 Predictive Uncertainty Quantification for Bird's Eye View Segmentation: A Benchmark and Novel Loss Function ICLR 2025 Predict-Optimize-Distill: A Self-Improving Cycle for 4D Object Understanding ICCV 2025 PrEditor3D: Fast and Precise 3D Shape Editing CVPR 2025 PREE: Towards Harmless and Adaptive Fingerprint Editing in Large Language Models via Knowledge Prefix Enhancement EMNLP 2025 Preference-CFR: Beyond Nash Equilibrium for Better Game Strategies ICML 2025 Preference Consistency Matters: Enhancing Preference Learning in Language Models with Automated Self-Curation of Training Corpora NAACL 2025 Preference Controllable Reinforcement Learning with Advanced Multi-Objective Optimization ICML 2025 Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data ACL 2025 Preference Diffusion for Recommendation ICLR 2025 Preference Elicitation for Multi-objective Combinatorial Optimization with Active Learning and Maximum Likelihood Estimation IJCAI 2025 Preference Elicitation for Offline Reinforcement Learning ICLR 2025