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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
'20
'25

Papers (including subtopics)

Dynamic Pooling for Complex Event Recognition ICCV 2013 EDML for Learning Parameters in Directed and Undirected Graphical Models NeurIPS 2013 Efficient Active Learning of Halfspaces: an Aggressive Approach ICML 2013 Efficient Active Learning of Halfspaces: An Aggressive Approach JMLR 2013 Efficient Computation of Shortest Path-Concavity for 3D Meshes CVPR 2013 Efficient Dimensionality Reduction for Canonical Correlation Analysis ICML 2013 Efficient Higher-Order Clustering on the Grassmann Manifold ICCV 2013 Efficient Image Dehazing with Boundary Constraint and Contextual Regularization ICCV 2013 Efficient Large-Scale Structured Learning CVPR 2013 Efficient Learning of Simplices COLT 2013 Efficient Multi-label Classification with Many Labels ICML 2013 Efficient Optimization for Sparse Gaussian Process Regression NeurIPS 2013 Efficient Pedestrian Detection by Directly Optimizing the Partial Area under the ROC Curve ICCV 2013 Efficient Semi-supervised and Active Learning of Disjunctions ICML 2013 Efficient Sparse Group Feature Selection via Nonconvex Optimization ICML 2013 Efficient Variational Inference for Gaussian Process Regression Networks AISTATS 2013 Elastic Net Constraints for Shape Matching ICCV 2013 Ellipsoidal Multiple Instance Learning ICML 2013 Embed and Project: Discrete Sampling with Universal Hashing NeurIPS 2013 Enriching Texture Analysis with Semantic Data CVPR 2013 Ensemble Learning for Confidence Measures in Stereo Vision CVPR 2013 Ensemble Projection for Semi-supervised Image Classification ICCV 2013 Ensemble Video Object Cut in Highly Dynamic Scenes CVPR 2013 Entropic Affinities: Properties and Efficient Numerical Computation ICML 2013 Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion NeurIPS 2013