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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)

Faster Ridge Regression via the Subsampled Randomized Hadamard Transform NeurIPS 2013 Fastfood - Computing Hilbert Space Expansions in loglinear time ICML 2013 Fast Generalized Subset Scan for Anomalous Pattern Detection JMLR 2013 Fast High Dimensional Vector Multiplication Face Recognition ICCV 2013 Fast Image Super-Resolution Based on In-Place Example Regression CVPR 2013 Fast Image Tagging ICML 2013 Fast Max-Margin Matrix Factorization with Data Augmentation ICML 2013 Fast Near-GRID Gaussian Process Regression AISTATS 2013 Fast Neighborhood Graph Search Using Cartesian Concatenation ICCV 2013 Fast Rigid Motion Segmentation via Incrementally-Complex Local Models CVPR 2013 Fast Sparsity-Based Orthogonal Dictionary Learning for Image Restoration ICCV 2013 Fast Subspace Search via Grassmannian Based Hashing ICCV 2013 Fast Template Evaluation with Vector Quantization NeurIPS 2013 Feature Multi-Selection among Subjective Features ICML 2013 Feature Selection in High-Dimensional Classification ICML 2013 Feature Weighting via Optimal Thresholding for Video Analysis ICCV 2013 Finding Actors and Actions in Movies ICCV 2013 Finding Causal Interactions in Video Sequences ICCV 2013 Finding Group Interactions in Social Clutter CVPR 2013 Finding the Best from the Second Bests - Inhibiting Subjective Bias in Evaluation of Visual Tracking Algorithms ICCV 2013 Finding Things: Image Parsing with Regions and Per-Exemplar Detectors CVPR 2013 Find the Best Path: An Efficient and Accurate Classifier for Image Hierarchies ICCV 2013 Fine-Grained Categorization by Alignments ICCV 2013 Fingerspelling Recognition with Semi-Markov Conditional Random Fields ICCV 2013 Firing rate predictions in optimal balanced networks NeurIPS 2013