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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)

Optimized Random Features for the Neural Tangent Kernel (Student Abstract) AAAI 2025 Optimized Text Embedding Models and Benchmarks for Amharic Passage Retrieval ACL 2025 Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025 Optimizing $(L_0, L_1)$-Smooth Functions by Gradient Methods ICLR 2025 Optimizing Adaptive Attacks against Watermarks for Language Models ICML 2025 Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization ICLR 2025 Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025 Optimizing Cross-Client Domain Coverage for Federated Instruction Tuning of Large Language Models EMNLP 2025 Optimizing Data Collection for Machine Learning JMLR 2025 Optimizing Decomposition for Optimal Claim Verification ACL 2025 Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization WACV 2025 Optimizing for the Shortest Path in Denoising Diffusion Model CVPR 2025 Optimizing Gene-Based Testing for Antibiotic Resistance Prediction AAAI 2025 Optimizing Heat Alert Issuance with Reinforcement Learning AAAI 2025 Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques NAACL 2025 Optimizing importance weighting in the presence of sub-population shifts ICLR 2025 Optimizing Label Assignment for Weakly Supervised Person Search AAAI 2025 Optimizing Large Language Model Training Using FP4 Quantization ICML 2025 Optimizing Lifelong Fine-Tuning for Multiple Tasks via Dataless Distribution Replay COLING 2025 Optimizing LLMs for Italian: Reducing Token Fertility and Enhancing Efficiency Through Vocabulary Adaptation NAACL 2025 Optimizing Multi-Scale Representations to Detect Effect Heterogeneity Using Earth Observation and Computer Vision: Applications to Two Anti-Poverty RCTs CLeaR 2025 Optimizing Neural Network Effectiveness via Non-Monotonicity Refinement WACV 2025 Optimizing Neural Network Representations of Boolean Networks ICLR 2025 Optimizing Noise Distributions for Differential Privacy ICML 2025 Optimizing Parameters of Quantum Circuits with Sparsity-Inducing Coordinate Descent IJCAI 2025