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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)

Joint Estimation of Multiple Precision Matrices with Common Structures JMLR 2015 Jointly Learning Heterogeneous Features for RGB-D Activity Recognition CVPR 2015 Joint Multi-Feature Spatial Context for Scene Recognition on the Semantic Manifold CVPR 2015 Joint Optimization of Segmentation and Color Clustering ICCV 2015 Just Noticeable Defocus Blur Detection and Estimation CVPR 2015 Kernel Fusion for Better Image Deblurring CVPR 2015 Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) ICML 2015 K-hyperplane Hinge-Minimax Classifier ICML 2015 KL Divergence Based Agglomerative Clustering for Automated Vitiligo Grading CVPR 2015 kNN Hashing With Factorized Neighborhood Representation ICCV 2015 Label Consistent Quadratic Surrogate Model for Visual Saliency Prediction CVPR 2015 Landmarking Manifolds with Gaussian Processes ICML 2015 Landmarks-Based Kernelized Subspace Alignment for Unsupervised Domain Adaptation CVPR 2015 Large-Scale Bayesian Multi-Label Learning via Topic-Based Label Embeddings NeurIPS 2015 Large-scale probabilistic predictors with and without guarantees of validity NeurIPS 2015 Largest Source Subset Selection for Instance Transfer ACML 2015 Lasso Screening Rules via Dual Polytope Projection JMLR 2015 LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements NeurIPS 2015 Latent feature regression for multivariate count data AISTATS 2015 Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models ICML 2015 Latent Trees for Estimating Intensity of Facial Action Units CVPR 2015 Learnability of Solutions to Conjunctive Queries: The Full Dichotomy COLT 2015 Learning a Convolutional Neural Network for Non-Uniform Motion Blur Removal CVPR 2015 Learning a Descriptor-Specific 3D Keypoint Detector ICCV 2015 Learning a Discriminative Model for the Perception of Realism in Composite Images ICCV 2015