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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)

Convex formulations of radius-margin based Support Vector Machines ICML 2013 Convex Relaxations for Learning Bounded-Treewidth Decomposable Graphs ICML 2013 Convex Relaxations for Permutation Problems NeurIPS 2013 Convex Tensor Decomposition via Structured Schatten Norm Regularization NeurIPS 2013 Convex Two-Layer Modeling NeurIPS 2013 Copy or Coincidence? A Model for Detecting Social Influence and Duplication Events ICML 2013 Corrected-Moment Illuminant Estimation ICCV 2013 Correlated random features for fast semi-supervised learning NeurIPS 2013 Correlation Adaptive Subspace Segmentation by Trace Lasso ICCV 2013 Correlation Filters for Object Alignment CVPR 2013 Correntropy Induced L2 Graph for Robust Subspace Clustering ICCV 2013 Cost-sensitive Multiclass Classification Risk Bounds ICML 2013 Cost-Sensitive Tree of Classifiers ICML 2013 Coupled Dictionary and Feature Space Learning with Applications to Cross-Domain Image Synthesis and Recognition ICCV 2013 Coupling Alignments with Recognition for Still-to-Video Face Recognition ICCV 2013 Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels ICML 2013 Crossing the Line: Crowd Counting by Integer Programming with Local Features CVPR 2013 Cross-View Action Recognition via a Continuous Virtual Path CVPR 2013 Cumulative Attribute Space for Age and Crowd Density Estimation CVPR 2013 Curvature-Aware Regularization on Riemannian Submanifolds ICCV 2013 Decision Jungles: Compact and Rich Models for Classification NeurIPS 2013 Decomposing Bag of Words Histograms ICCV 2013 Deep Canonical Correlation Analysis ICML 2013 Deep content-based music recommendation NeurIPS 2013 Deep Fisher Networks for Large-Scale Image Classification NeurIPS 2013