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)

AlphaLyrae at SemEval-2026 Task 9: Metric Learning and Asymmetric Loss for Chinese Polarization Analysis SemEval 2026 AMaPO: Adaptive Margin-attached Preference Optimization for Language Model Alignment AAAI 2026 A Martingale Kernel Two-Sample Test ALT 2026 Ambiguity-Tolerant Cross-Modal Hashing with Partial Labels AAAI 2026 Ambiguous Online Learning COLT 2026 A Mean-Field Analysis of Neural Stochastic Gradient Descent-Ascent for Functional Minimax Optimization JMLR 2026 A Model-Free Universal AI UAI 2026 A Model of the Language Process ACL 2026 A More Efficient Reduction from Outlier-Aware to Outlier-Free k-Median AAAI 2026 AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers AAAI 2026 A Multi-Agent Diffusion Approach for MRI Anomaly Segmentation via Modality-Specific LoRA Specialization WACV 2026 A Multi-Aspect Evaluation Framework for Synthetic Data: Case Study on Irony and Sarcasm EACL 2026 A Multimodal EEG-Eye Movement Model for Automatic Depression Detection AAAI 2026 A Multi-Objective Optimization Framework for Adaptive Weighting in Physics-Informed Machine Learning AAAI 2026 A Multi-Task Learning Framework for Modeling Engagement and Topic-Sensitive Responses in Arabic Women’s Discourse EACL 2026 An accelerated proximal bundle method for convex optimization L4DC 2026 An Adaptive Sampling Framework for Diffusion-based Dataset Distillation with High Fidelity and Diversity AAAI 2026 Analysing LLM Persona Generation and Fairness Interpretation in Polarised Geopolitical Contexts EACL 2026 Analysing Satellite Imagery Classification Under Spatial Domain Shift Across Geographic Regions (Abstract Reprint) AAAI 2026 Analyzing and Mitigating Object Hallucination: A Training Bias Perspective AAAI 2026 Analyzing Hate Speech Amplification on Fringe Platforms ACL 2026 An Anytime Algorithm for Good Arm Identification JMLR 2026 An Approach Towards Developing Relationally Intelligent Multimodal Framework for Stock Movement Prediction (Student Abstract) AAAI 2026 Anatomical Domain Shifts: Test-time Heterogeneous Adaptation for 3D Human Pose Prediction CVPR 2026 Anatomically-guided Masked Autoencoder Pre-training for Aneurysm Detection WACV 2026