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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)

Collaborative Feature Learning From Social Media CVPR 2015 Collaborative Filtering with Graph Information: Consistency and Scalable Methods NeurIPS 2015 Collaboratively Learning Preferences from Ordinal Data NeurIPS 2015 Color Constancy by Learning to Predict Chromaticity from Luminance NeurIPS 2015 Column Selection via Adaptive Sampling NeurIPS 2015 Combination Features and Models for Human Detection CVPR 2015 Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015 Combining Local Appearance and Holistic View: Dual-Source Deep Neural Networks for Human Pose Estimation CVPR 2015 Common Subspace for Model and Similarity: Phrase Learning for Caption Generation From Images ICCV 2015 Community Detection Using Time-Dependent Personalized PageRank ICML 2015 Community Detection via Measure Space Embedding NeurIPS 2015 Comparing Hard and Overlapping Clusterings JMLR 2015 Competitive Distribution Estimation: Why is Good-Turing Good NeurIPS 2015 Complete Dictionary Recovery Using Nonconvex Optimization ICML 2015 Completing Any Low-rank Matrix, Provably JMLR 2015 Complex Event Detection using Semantic Saliency and Nearly-Isotonic SVM ICML 2015 Complexity-Adaptive Distance Metric for Object Proposals Generation CVPR 2015 Compositional Hierarchical Representation of Shape Manifolds for Classification of Non-Manifold Shapes ICCV 2015 Compressive spectral embedding: sidestepping the SVD NeurIPS 2015 Computational Complexity of Linear Large Margin Classification With Ramp Loss AISTATS 2015 Computationally Bounded Retrieval CVPR 2015 Conditional High-Order Boltzmann Machine: A Supervised Learning Model for Relation Learning ICCV 2015 Conditional Restricted Boltzmann Machines for Multi-label Learning with Incomplete Labels AISTATS 2015 Condition for Perfect Dimensionality Recovery by Variational Bayesian PCA JMLR 2015 Consistency of structured output learning with missing labels ACML 2015