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Core Methods

51,083 papers (8 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (22,308) Classification (15,497) Regression (5,281) Clustering (3,809) Embedding Learning (3,795) Metric Learning (2,938) Graph Neural Networks (1,211) Graphical Models (1,093) Feature Learning (891) Kernel Methods (795) Dimensionality Reduction (780) Interpretability (512) Feature Selection (511) Matrix Factorization (408) Ranking (315) Ensemble Methods (300) Support Vector Machine (295) Anomaly Detection (281) Sequence Modeling (244) Structured Prediction (237) Sequence Labeling (157) Topic Modeling (150) Sparse Coding (140) Matrix Completion (131) Neural Networks (114) Retrieval (105) Density Estimation (104) Estimation (83) Inference (56) Decision Tree (50) Feature Extraction (40) Model Selection (39) Prediction (35) Information Extraction (7)

Papers per year

4
51
357
966
4,853
5,823
2000
'5
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'15
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'25

Papers (including subtopics)

Robust Dataset Condensation using Supervised Contrastive Learning ICCV 2025 Robust Data Watermarking in Language Models by Injecting Fictitious Knowledge ACL 2025 Robust Detection of Persuasion Techniques in Slavic Languages via Multitask Debiasing and Walking Embeddings ACL 2025 Robust Fair Clustering with Group Membership Uncertainty Sets AISTATS 2025 Robust Feature Learning for Multi-Index Models in High Dimensions ICLR 2025 Robust Graph Based Social Recommendation Through Contrastive Multi-View Learning AAAI 2025 Robust Graph Contrastive Learning for Incomplete Multi-view Clustering IJCAI 2025 RobustHAR: Multi-scale Spatial-temporal Masked Self-supervised Pre-training for Robust Human Activity Recognition IJCAI 2025 Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025 Robust Kernel Hypothesis Testing under Data Corruption AISTATS 2025 Robust LLM safeguarding via refusal feature adversarial training ICLR 2025 Robust Logit Adjustment for Learning with Long-Tailed Noisy Data AAAI 2025 Robustly Learning Monotone Generalized Linear Models via Data Augmentation COLT 2025 Robust Multi-bit Text Watermark with LLM-based Paraphrasers ICML 2025 Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation ICCV 2025 Robustness Auditing for Linear Regression: To Singularity and Beyond ICLR 2025 Robustness Reprogramming for Representation Learning ICLR 2025 Robust Noise Attenuation via Adaptive Pooling of Transformer Outputs ICML 2025 Robust Novelty Detection through Style-Conscious Feature Ranking WACV 2025 Robust Point Matching with Distance Profiles JMLR 2025 Robust Score Matching AISTATS 2025 Robust Simulation-Based Inference under Missing Data via Neural Processes ICLR 2025 Role-Aware Language Models for Secure and Contextualized Access Control in Organizations IJCNLP 2025 Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification EMNLP 2025 ROLL: Robust Noisy Pseudo-label Learning for Multi-View Clustering with Noisy Correspondence CVPR 2025