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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)

Optimal and Adaptive Algorithms for Online Boosting ICML 2015 Optimal Graph Learning With Partial Tags and Multiple Features for Image and Video Annotation CVPR 2015 Optimal Linear Estimation under Unknown Nonlinear Transform NeurIPS 2015 Optimally Combining Classifiers Using Unlabeled Data COLT 2015 Optimal Rates for Random Fourier Features NeurIPS 2015 Optimal Ridge Detection using Coverage Risk NeurIPS 2015 Optimizing Non-decomposable Performance Measures: A Tale of Two Classes ICML 2015 Optimum Statistical Estimation with Strategic Data Sources COLT 2015 Ordinal Mixed Membership Models ICML 2015 Orthogonal NMF through Subspace Exploration NeurIPS 2015 Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015 Pairwise Conditional Random Forests for Facial Expression Recognition ICCV 2015 Pairwise Geometric Matching for Large-Scale Object Retrieval CVPR 2015 Parallel Correlation Clustering on Big Graphs NeurIPS 2015 Parallel Recursive Best-First AND/OR Search for Exact MAP Inference in Graphical Models NeurIPS 2015 Parameter Estimation of Generalized Linear Models without Assuming their Link Function AISTATS 2015 Parsing Occluded People by Flexible Compositions CVPR 2015 Part-Based Modelling of Compound Scenes From Images CVPR 2015 Partial Person Re-Identification ICCV 2015 Particle Gibbs for Bayesian Additive Regression Trees AISTATS 2015 Partitioning Well-Clustered Graphs: Spectral Clustering Works! COLT 2015 partykit: A Modular Toolkit for Recursive Partytioning in R JMLR 2015 PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent ICML 2015 PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures ICCV 2015 PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data ICML 2015