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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)

A Max-Norm Constrained Minimization Approach to 1-Bit Matrix Completion JMLR 2013 A memory frontier for complex synapses NeurIPS 2013 An Adaptive Descriptor Design for Object Recognition in the Wild ICCV 2013 Analogy-preserving Semantic Embedding for Visual Object Categorization ICML 2013 Analytic Bilinear Appearance Subspace Construction for Modeling Image Irradiance under Natural Illumination and Non-Lambertian Reflectance CVPR 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 Anchored Neighborhood Regression for Fast Example-Based Super-Resolution ICCV 2013 A Near-Optimal Algorithm for Differentially-Private Principal Components JMLR 2013 An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation ICML 2013 A New Adaptive Segmental Matching Measure for Human Activity Recognition ICCV 2013 A New Convex Relaxation for Tensor Completion NeurIPS 2013 A New Frontier of Kernel Design for Structured Data ICML 2013 A Novel Earth Mover's Distance Methodology for Image Matching with Gaussian Mixture Models ICCV 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 Anytime Representation Learning ICML 2013 A Parallel, Block Greedy Method for Sparse Inverse Covariance Estimation for Ultra-high Dimensions AISTATS 2013 A Plug-in Approach to Neyman-Pearson Classification JMLR 2013 Approximate Inference in Continuous Determinantal Processes NeurIPS 2013 Approximation properties of DBNs with binary hidden units and real-valued visible units ICML 2013 A Practical Algorithm for Topic Modeling with Provable Guarantees ICML 2013 A Principled Deep Random Field Model for Image Segmentation CVPR 2013 A proximal Newton framework for composite minimization: Graph learning without Cholesky decompositions and matrix inversions ICML 2013 A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning ICML 2013 A Risk Comparison of Ordinary Least Squares vs Ridge Regression JMLR 2013 Articulated Pose Estimation Using Discriminative Armlet Classifiers CVPR 2013