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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
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Papers (including subtopics)

Top Rank Optimization in Linear Time NeurIPS 2014 Towards End-To-End Speech Recognition with Recurrent Neural Networks ICML 2014 Towards Multi-view and Partially-Occluded Face Alignment CVPR 2014 Towards Ultrahigh Dimensional Feature Selection for Big Data JMLR 2014 Training Highly Multiclass Classifiers JMLR 2014 Transductive Learning with Multi-class Volume Approximation ICML 2014 Transformation Pursuit for Image Classification CVPR 2014 Transitive Distance Clustering with K-Means Duality CVPR 2014 Tree-structured Gaussian Process Approximations NeurIPS 2014 Triangulation Embedding and Democratic Aggregation for Image Search CVPR 2014 Two-Class Weather Classification CVPR 2014 Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets NeurIPS 2014 Two-Stage Metric Learning ICML 2014 Two-Stream Convolutional Networks for Action Recognition in Videos NeurIPS 2014 Unbiased Generative Semi-Supervised Learning JMLR 2014 Understanding Objects in Detail with Fine-Grained Attributes CVPR 2014 Understanding Protein Dynamics with L1-Regularized Reversible Hidden Markov Models ICML 2014 Unified Face Analysis by Iterative Multi-Output Random Forests CVPR 2014 Unifying Spatial and Attribute Selection for Distracter-Resilient Tracking CVPR 2014 Uniqueness of Ordinal Embedding COLT 2014 Uniqueness of Tensor Decompositions with Applications to Polynomial Identifiability COLT 2014 Universal Option Models NeurIPS 2014 Unsupervised Deep Haar Scattering on Graphs NeurIPS 2014 Unsupervised learning of an efficient short-term memory network NeurIPS 2014 Unsupervised Learning of Dictionaries of Hierarchical Compositional Models CVPR 2014