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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)

Clustering in the Presence of Background Noise ICML 2014 Clustering Partially Observed Graphs via Convex Optimization JMLR 2014 Cold-start Active Learning with Robust Ordinal Matrix Factorization ICML 2014 Collaborative Hashing CVPR 2014 Collaborative Ranking for Local Preferences AISTATS 2014 Collective Matrix Factorization Hashing for Multimodal Data CVPR 2014 Color Transfer Using Probabilistic Moving Least Squares CVPR 2014 Community Detection via Random and Adaptive Sampling COLT 2014 Compact Random Feature Maps ICML 2014 Compact Representation for Image Classification: To Choose or to Compress? CVPR 2014 Complex Activity Recognition using Granger Constrained DBN (GCDBN) in Sports and Surveillance Video CVPR 2014 Composite Quantization for Approximate Nearest Neighbor Search ICML 2014 Compositional Morphology for Word Representations and Language Modelling ICML 2014 Compressive Sensing of Signals from a GMM with Sparse Precision Matrices NeurIPS 2014 Computational Education using Latent Structured Prediction AISTATS 2014 Computational Limits for Matrix Completion COLT 2014 Computing Parametric Ranking Models via Rank-Breaking ICML 2014 Concavity of reweighted Kikuchi approximation NeurIPS 2014 Condensed Filter Tree for Cost-Sensitive Multi-Label Classification ICML 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Conditional Random Field with High-order Dependencies for Sequence Labeling and Segmentation JMLR 2014 Conditioned Basis Array Factorization: An Approach to Gait Pattern Extraction RSS 2014 Cone-Constrained Principal Component Analysis NeurIPS 2014 Confidence Intervals and Hypothesis Testing for High-Dimensional Regression JMLR 2014 Consistency of Spectral Partitioning of Uniform Hypergraphs under Planted Partition Model NeurIPS 2014