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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)

PAC-Bayesian AUC classification and scoring NeurIPS 2014 Parallel Feature Selection Inspired by Group Testing NeurIPS 2014 Parallel Sampling of HDPs using Sub-Cluster Splits NeurIPS 2014 Parsing Videos of Actions with Segmental Grammars CVPR 2014 Partial Optimality by Pruning for MAP-inference with General Graphical Models CVPR 2014 Partition-wise Linear Models NeurIPS 2014 PatchMatch Based Joint View Selection and Depthmap Estimation CVPR 2014 Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression AISTATS 2014 Pattern Alternating Maximization Algorithm for Missing Data in High-Dimensional Problems JMLR 2014 Pedestrian Detection in Low-resolution Imagery by Learning Multi-scale Intrinsic Motion Structures (MIMS) CVPR 2014 Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision NeurIPS 2014 Persistence-based Structural Recognition CVPR 2014 PEWA: Patch-based Exponentially Weighted Aggregation for image denoising NeurIPS 2014 Photometric Stereo using Constrained Bivariate Regression for General Isotropic Surfaces CVPR 2014 Piecewise Planar and Compact Floorplan Reconstruction from Images CVPR 2014 Polya-gamma augmentations for factor models ACML 2014 Predicting Matchability CVPR 2014 Predicting Multiple Attributes via Relative Multi-task Learning CVPR 2014 Predicting Useful Neighborhoods for Lazy Local Learning NeurIPS 2014 Predicting User Annoyance Using Visual Attributes CVPR 2014 Prediction and Clustering in Signed Networks: A Local to Global Perspective JMLR 2014 Preserving Modes and Messages via Diverse Particle Selection ICML 2014 Pre-training of Recurrent Neural Networks via Linear Autoencoders NeurIPS 2014 Principal Component Analysis and Higher Correlations for Distributed Data COLT 2014 Probabilistic low-rank matrix completion on finite alphabets NeurIPS 2014