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)

Privacy Ripple Effects from Adding or Removing Personal Information in Language Model Training ACL 2025 PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders EMNLP 2025 Privacy-Shielded Image Compression: Defending Against Exploitation from Vision-Language Pretrained Models ICML 2025 Privacy, Utility and Fairness: Navigating Trade-offs in Differentially Private Machine Learning AAAI 2025 PrivateEye: In-Sensor Privacy Preservation Through Optical Feature Separation WACV 2025 Private Federated Learning using Preference-Optimized Synthetic Data ICML 2025 Private List Learnability vs. Online List Learnability COLT 2025 Private Lossless Multiple Release ICML 2025 Privately Counting Partially Ordered Data ICLR 2025 Private Mechanism Design via Quantile Estimation ICLR 2025 Private Memorization Editing: Turning Memorization into a Defense to Strengthen Data Privacy in Large Language Models ACL 2025 Private Model Personalization Revisited ICML 2025 Private Realizable-to-Agnostic Transformation with Near-Optimal Sample Complexity COLT 2025 Private Synthetic Text Generation with Diffusion Models NAACL 2025 PrivDNFIS: Privacy-preserving and Efficient Deep Neuro-Fuzzy Inference System AAAI 2025 PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025 PRM: Photometric Stereo based Large Reconstruction Model ICCV 2025 Proactive Agents for Multi-Turn Text-to-Image Generation Under Uncertainty ICML 2025 Proactive Data-driven Scheduling of Business Processes IJCAI 2025 Proactive Guidance of Multi-Turn Conversation in Industrial Search ACL 2025 Proactive Hearing Assistants that Isolate Egocentric Conversations EMNLP 2025 Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility ICLR 2025 ProAPO: Progressively Automatic Prompt Optimization for Visual Classification CVPR 2025 Probabilistic Analysis of Stable Matching in Large Markets with Siblings IJCAI 2025 Probabilistic Conformal Prediction with Approximate Conditional Validity ICLR 2025