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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
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Provably Efficient Exploration in Inverse Constrained Reinforcement Learning ICML 2025 Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces ICML 2025 Provably Improving Generalization of Few-shot models with Synthetic Data ICML 2025 Provably Near-Optimal Federated Ensemble Distillation with Negligible Overhead ICML 2025 Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning ICLR 2025 Provably Safeguarding a Classifier from OOD and Adversarial Samples ICLR 2025 Provably Secure Image Robust Steganography via Cross-modal Error Correction AAAI 2025 ProvBench: A Benchmark of Legal Provision Recommendation for Contract Auto-Reviewing ACL 2025 Provence: efficient and robust context pruning for retrieval-augmented generation ICLR 2025 Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025 Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning ICLR 2025 Provoking Multi-modal Few-Shot LVLM via Exploration-Exploitation In-Context Learning CVPR 2025 PRO-VPT: Distribution-Adaptive Visual Prompt Tuning via Prompt Relocation ICCV 2025 ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ACL 2025 Proximal Algorithm Unrolling: Flexible and Efficient Reconstruction Networks for Single-Pixel Imaging CVPR 2025 Proximal Interacting Particle Langevin Algorithms UAI 2025 Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization ICLR 2025 Proximal Sampler with Adaptive Step Size AISTATS 2025 PROXSPARSE: REGULARIZED LEARNING OF SEMI-STRUCTURED SPARSITY MASKS FOR PRETRAINED LLMS ICML 2025 Proxy Barrier: A Hidden Repeater Layer Defense Against System Prompt Leakage and Jailbreaking EMNLP 2025 Proxy Denoising for Source-Free Domain Adaptation ICLR 2025 Proxy-Driven Robust Multimodal Sentiment Analysis with Incomplete Data ACL 2025 Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting ICML 2025 Proxy-informed Bayesian transfer learning with unknown sources UAI 2025 Proxy Tuning for Financial Sentiment Analysis: Overcoming Data Scarcity and Computational Barriers COLING 2025