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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)

Estimating LASSO Risk and Noise Level NeurIPS 2013 Estimation of Extreme Values and Associated Level Sets of a Regression Function via Selective Sampling COLT 2013 Event Recognition in Photo Collections with a Stopwatch HMM ICCV 2013 Exact and Stable Recovery of Pairwise Interaction Tensors NeurIPS 2013 Exact Rule Learning via Boolean Compressed Sensing ICML 2013 Excess risk bounds for multitask learning with trace norm regularization COLT 2013 Exemplar-Based Graph Matching for Robust Facial Landmark Localization ICCV 2013 Exemplar Cut ICCV 2013 Exploring Compositional High Order Pattern Potentials for Structured Output Learning CVPR 2013 Exploring Implicit Image Statistics for Visual Representativeness Modeling CVPR 2013 Exploring the Mind: Integrating Questionnaires and fMRI ICML 2013 Extracting regions of interest from biological images with convolutional sparse block coding NeurIPS 2013 Face Recognition in Movie Trailers via Mean Sequence Sparse Representation-Based Classification CVPR 2013 Face Recognition Using Face Patch Networks ICCV 2013 Face Recognition via Archetype Hull Ranking ICCV 2013 Factorial Multi-Task Learning : A Bayesian Nonparametric Approach ICML 2013 Factorized Asymptotic Bayesian Inference for Latent Feature Models NeurIPS 2013 Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA NeurIPS 2013 Fast, Accurate Detection of 100,000 Object Classes on a Single Machine CVPR 2013 Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis NeurIPS 2013 Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration ICML 2013 Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization ICML 2013 Fast Convolutional Sparse Coding CVPR 2013 Fast Determinantal Point Process Sampling with Application to Clustering NeurIPS 2013 Fast Dual Variational Inference for Non-Conjugate Latent Gaussian Models ICML 2013