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

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'25

Papers (including subtopics)

data2lang2vec: Data Driven Typological Features Completion COLING 2025 Data-adaptive Differentially Private Prompt Synthesis for In-Context Learning ICLR 2025 Data and Model Centric Approaches for Expansion of Large Language Models to New languages EMNLP 2025 Data Attribution: A Data-Centric Approach for Trustworthy AI Development AAAI 2025 Data Augmentation Approaches for Satellite Imagery AAAI 2025 Data Augmentation for Cross-domain Parsing via Lightweight LLM Generation and Tree Hybridization COLING 2025 Data Augmentation for Image Classification using Generative AI WACV 2025 Data Augmentation for Instruction Following Policies via Trajectory Segmentation AAAI 2025 Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025 Data Augmentation for Maltese NLP using Transliterated and Machine Translated Arabic Data EMNLP 2025 Data Augmentation for Surgical Scene Segmentation with Anatomy-Aware Diffusion Models WACV 2025 Database-Augmented Query Representation for Information Retrieval EMNLP 2025 DataBees at SemEval-2025 Task 11: Challenges and Limitations in Multi-Label Emotion Detection SemEval 2025 Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025 Data Center Cooling System Optimization Using Offline Reinforcement Learning ICLR 2025 Data-Centric AI for Chest X-Ray Analysis in Resource-Constrained Settings IJCAI 2025 Data-Centric Graph Condensation via Diffusion Matching ACML 2025 Data-Centric Improvements for Enhancing Multi-Modal Understanding in Spoken Conversation Modeling ACL 2025 Data-centric NLP Backdoor Defense from the Lens of Memorization NAACL 2025 Data-centric Prediction Explanation via Kernelized Stein Discrepancy ICLR 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments ICML 2025 Data-dependent Algorithmic Robustness Analysis of Pairwise Learning ACML 2025 Data-dependent Bounds with T-Optimal Best-of-Both-Worlds Guarantees in Multi-Armed Bandits using Stability-Penalty Matching COLT 2025 Data Dependent Regret Bounds for Online Portfolio Selection with Predicted Returns ALT 2025