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)

A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops ACL 2025 A Multi-Armed Bandit Approach to Online Selection and Evaluation of Generative Models AISTATS 2025 A Multi-Expert Structural-Semantic Hybrid Framework for Unveiling Historical Patterns in Temporal Knowledge Graphs ACL 2025 A Multi-Focus-Driven Multi-Branch Network for Robust Multimodal Sentiment Analysis AAAI 2025 A Multi-Granularity Clustering Approach for Federated Backdoor Defense with the Adam Optimizer IJCAI 2025 A Multi-Level Benchmark for Causal Language Understanding in Social Media Discourse EMNLP 2025 A Multilingual, Culture-First Approach to Addressing Misgendering in LLM Applications EMNLP 2025 A Multimodal Chinese Dataset for Cross-lingual Sarcasm Detection Interspeech 2025 A Multi-modal Large Language Model with Graph-of-Thought for Effective Recommendation NAACL 2025 A Multi-Power Law for Loss Curve Prediction Across Learning Rate Schedules ICLR 2025 A Multiscale Frequency Domain Causal Framework for Enhanced Pathological Analysis ICLR 2025 A Multi-Task Learning Approach to Linear Multivariate Forecasting AISTATS 2025 A Multi-Task Supervised Compression Model for Split Computing WACV 2025 A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections UAI 2025 Amuro & Char: Analyzing the Relationship between Pre-Training and Fine-Tuning of Large Language Models NAACL 2025 A Mutual Information Perspective on Knowledge Graph Embedding ACL 2025 AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025 AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference ACL 2025 An Active Learning Framework for Inclusive Generation by Large Language Models COLING 2025 An Adaptive Method for Weak Supervision with Drifting Data AISTATS 2025 An Adaptive Multi-Threshold Loss and a General Framework for Collaborating Losses in Document-Level Relation Extraction ACL 2025 An Adaptive Orthogonal Convolution Scheme for Efficient and Flexible CNN Architectures ICML 2025 An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition JMLR 2025 An Address Intelligence Framework for E-commerce Deliveries EMNLP 2025 An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025