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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
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'10
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'25

Papers (including subtopics)

New Compilation Languages Based on Restricted Weak Decomposability AAAI 2025 New Lower Bounds for Non-Convex Stochastic Optimization through Divergence Decomposition COLT 2025 New User Event Prediction Through the Lens of Causal Inference AISTATS 2025 NextCoder: Robust Adaptation of Code LMs to Diverse Code Edits ICML 2025 Next-Level Cantonese-to-Mandarin Translation: Fine-Tuning and Post-Processing with LLMs COLING 2025 NExtLong: Toward Effective Long-Context Training without Long Documents ICML 2025 NExUME: Adaptive Training and Inference for DNNs under Intermittent Power Environments ICLR 2025 Nexus: Adaptive Upcycling to Efficiently Pretrain Mixture of Experts EMNLP 2025 NEXUS: Network Exploration for eXploiting Unsafe Sequences in Multi-Turn LLM Jailbreaks EMNLP 2025 N-ForGOT: Towards Not-forgetting and Generalization of Open Temporal Graph Learning ICLR 2025 nGPT: Normalized Transformer with Representation Learning on the Hypersphere ICLR 2025 NHK Submission to WAT 2025: Leveraging Preference Optimization for Article-level Japanese–English News Translation AACL 2025 NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric ICML 2025 NightAdapter: Learning a Frequency Adapter for Generalizable Night-time Scene Segmentation CVPR 2025 NightHaze: Nighttime Image Dehazing via Self-Prior Learning AAAI 2025 NightReID: A Large-Scale Nighttime Person Re-Identification Benchmark AAAI 2025 NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities EMNLP 2025 NILE: Internal Consistency Alignment in Large Language Models EMNLP 2025 NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities EMNLP 2025 NITK-VITAL at SemEval-2025 Task 11: Focal-RoBERTa: Addressing Class Imbalance in Multi-Label Emotion Classification SemEval 2025 NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training CVPR 2025 nits_teja_srikar at GenAI Detection Task 2: Distinguishing Human and AI-Generated Essays Using Machine Learning and Transformer Models COLING 2025 NL2Lean: Translating Natural Language into Lean 4 through Multi-Aspect Reinforcement Learning EMNLP 2025 NL-Eye: Abductive NLI For Images ICLR 2025 NLGT: Neighborhood-based and Label-enhanced Graph Transformer Framework for Node Classification AAAI 2025