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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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'15
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'25

Papers (including subtopics)

Subspace Clustering with Irrelevant Features via Robust Dantzig Selector NeurIPS 2015 Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities ACML 2015 Sum-of-Squares Lower Bounds for Sparse PCA NeurIPS 2015 Superpixel Segmentation Using Linear Spectral Clustering CVPR 2015 Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning CVPR 2015 Supervised Descriptor Learning for Multi-Output Regression CVPR 2015 Supervised Discrete Hashing CVPR 2015 Supervised Learning for Dynamical System Learning NeurIPS 2015 Supervised Learning via Euler's Elastica Models JMLR 2015 Supervised Mid-Level Features for Word Image Representation CVPR 2015 Support Matrix Machines ICML 2015 Surrogate Functions for Maximizing Precision at the Top ICML 2015 Surrogate regret bounds for generalized classification performance metrics ACML 2015 Symmetric Iterative Proportional Fitting AISTATS 2015 Target Identity-Aware Network Flow for Online Multiple Target Tracking CVPR 2015 Task-Driven Feature Pooling for Image Classification ICCV 2015 Teaching Machines to Read and Comprehend NeurIPS 2015 Temporally Coherent Interpretations for Long Videos Using Pattern Theory CVPR 2015 Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015 Tensor Factorization via Matrix Factorization AISTATS 2015 Tensor principal component analysis via sum-of-square proofs COLT 2015 Texture Representations for Image and Video Synthesis CVPR 2015 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions NeurIPS 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NeurIPS 2015