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)

Compositional simulation-based inference for time series ICLR 2025 Compositional Targeted Multi-Label Universal Perturbations CVPR 2025 Composition and Control with Distilled Energy Diffusion Models and Sequential Monte Carlo AISTATS 2025 Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025 Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models EMNLP 2025 Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages EMNLP 2025 Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers CVPR 2025 Comprehensive Review of Neural Differential Equations for Time Series Analysis IJCAI 2025 Compressing Streamable Free-Viewpoint Videos to 0.1 MB per Frame AAAI 2025 Compressing tree ensembles through Level-wise Optimization and Pruning ICML 2025 Compression-Aware Computing for Scalable and Sustainable AI AAAI 2025 Compression Barriers in Autoregressive Transformers COLT 2025 Compress then Serve: Serving Thousands of LoRA Adapters with Little Overhead ICML 2025 Compress to One Point: Neural Collapse for Pre-Trained Model-Based Class-Incremental Learning AAAI 2025 Computable learning of natural hypothesis classes COLT 2025 Computational Analysis of Character Development in Holocaust Testimonies EMNLP 2025 Computational Blueprints: Generating Isomorphic Mathematics Problems with Large Language Models EMNLP 2025 Computational Discovery of Chiasmus in Ancient Religious Text NAACL 2025 Computationally Efficient Methods for Invariant Feature Selection with Sparsity UAI 2025 Computationally efficient reductions between some statistical models ALT 2025 Computationally Efficient RL under Linear Bellman Completeness for Deterministic Dynamics ICLR 2025 Computationally Hard Problems Are Hard for QBF Proof Systems Too AAAI 2025 Computational Thinking with Computer Vision: Developing AI Competency in an Introductory Computer Science Course AAAI 2025 Computation-Aware Kalman Filtering and Smoothing AISTATS 2025 Computation Mechanism Behind LLM Position Generalization ACL 2025