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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)

Probabilistic Matrix Factorization with Non-random Missing Data ICML 2014 Probabilistic Partial Canonical Correlation Analysis ICML 2014 Product Sparse Coding CVPR 2014 Projecting Markov Random Field Parameters for Fast Mixing NeurIPS 2014 Projective dictionary pair learning for pattern classification NeurIPS 2014 Provable Bounds for Learning Some Deep Representations ICML 2014 Provable Tensor Factorization with Missing Data NeurIPS 2014 Proximal Quasi-Newton for Computationally Intensive L1-regularized M-estimators NeurIPS 2014 Quality Assessment for Comparing Image Enhancement Algorithms CVPR 2014 Quality-based Multimodal Classification using Tree-Structured Sparsity CVPR 2014 Quality Dynamic Human Body Modeling Using a Single Low-cost Depth Camera CVPR 2014 Quantized Kernel Learning for Feature Matching NeurIPS 2014 Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels ICML 2014 Ramp Loss Linear Programming Support Vector Machine JMLR 2014 Random Intersection Trees JMLR 2014 Randomized Max-Margin Compositions for Visual Recognition CVPR 2014 Randomized Nonlinear Component Analysis ICML 2014 Random Laplace Feature Maps for Semigroup Kernels on Histograms CVPR 2014 Ranking via Robust Binary Classification NeurIPS 2014 Rank-One Matrix Pursuit for Matrix Completion ICML 2014 Rate-Invariant Analysis of Trajectories on Riemannian Manifolds with Application in Visual Speech Recognition CVPR 2014 Rates of Convergence for Nearest Neighbor Classification NeurIPS 2014 Real-Time Decoding of an Integrate and Fire Encoder NeurIPS 2014 Recognition of Complex Events: Exploiting Temporal Dynamics between Underlying Concepts CVPR 2014 Recovery of Coherent Data via Low-Rank Dictionary Pursuit NeurIPS 2014