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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
'5
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'15
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'25

Papers (including subtopics)

Probabilistic Principal Geodesic Analysis NeurIPS 2013 Projecting Ising Model Parameters for Fast Mixing NeurIPS 2013 \proptoSVM for Learning with Label Proportions ICML 2013 Provable Subspace Clustering: When LRR meets SSC NeurIPS 2013 q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions NeurIPS 2013 Quadruplet-Wise Image Similarity Learning ICCV 2013 Quantile Regression for Large-scale Applications ICML 2013 Quantize and Conquer: A Dimensionality-Recursive Solution to Clustering, Vector Quantization, and Image Retrieval ICCV 2013 QuantMiner for Mining Quantitative Association Rules JMLR 2013 Query Adaptive Similarity for Large Scale Object Retrieval CVPR 2013 Query Induction with Schema-Guided Pruning Strategies JMLR 2013 Quickly Boosting Decision Trees – Pruning Underachieving Features Early ICML 2013 Random Grids: Fast Approximate Nearest Neighbors and Range Searching for Image Search ICCV 2013 Randomized partition trees for exact nearest neighbor search COLT 2013 Random Projections as Regularizers: Learning a Linear Discriminant Ensemble from Fewer Observations than Dimensions ACML 2013 Random Projections for Support Vector Machines AISTATS 2013 Random Spanning Trees and the Prediction of Weighted Graphs JMLR 2013 Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random Graphs JMLR 2013 Ranking Forests JMLR 2013 Rapid Distance-Based Outlier Detection via Sampling NeurIPS 2013 Real-Time Body Tracking with One Depth Camera and Inertial Sensors ICCV 2013 Real-Time Inference for a Gamma Process Model of Neural Spiking NeurIPS 2013 Real-Time No-Reference Image Quality Assessment Based on Filter Learning CVPR 2013 Recognising Human-Object Interaction via Exemplar Based Modelling ICCV 2013 Recognize Human Activities from Partially Observed Videos CVPR 2013