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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)

Mind the duality gap: safer rules for the Lasso ICML 2015 Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction NeurIPS 2015 Minimax Fixed-Design Linear Regression COLT 2015 Minimax rates for memory-bounded sparse linear regression COLT 2015 Minimum Weight Perfect Matching via Blossom Belief Propagation NeurIPS 2015 Mining And-Or Graphs for Graph Matching and Object Discovery ICCV 2015 Mixed Robust/Average Submodular Partitioning: Fast Algorithms, Guarantees, and Applications NeurIPS 2015 Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path NeurIPS 2015 ML-MG: Multi-Label Learning With Missing Labels Using a Mixed Graph ICCV 2015 MMSS: Multi-Modal Sharable and Specific Feature Learning for RGB-D Object Recognition ICCV 2015 Modeling Local and Global Deformations in Deep Learning: Epitomic Convolution, Multiple Instance Learning, and Sliding Window Detection CVPR 2015 Modeling Object Appearance Using Context-Conditioned Component Analysis CVPR 2015 Modeling Order in Neural Word Embeddings at Scale ICML 2015 Modeling Skill Acquisition Over Time with Sequence and Topic Modeling AISTATS 2015 Modeling Video Evolution for Action Recognition CVPR 2015 Modelling Policies in MDPs in Reproducing Kernel Hilbert Space AISTATS 2015 Moderated and Drifting Linear Dynamical Systems ICML 2015 Mode-Seeking on Hypergraphs for Robust Geometric Model Fitting ICCV 2015 More About VLAD: A Leap From Euclidean to Riemannian Manifolds CVPR 2015 Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015 M-Statistic for Kernel Change-Point Detection NeurIPS 2015 Multiclass Learnability and the ERM Principle JMLR 2015 Multi-Class Multi-Annotator Active Learning With Robust Gaussian Process for Visual Recognition ICCV 2015 Multi-class SVMs: From Tighter Data-Dependent Generalization Bounds to Novel Algorithms NeurIPS 2015 Multi-Conditional Latent Variable Model for Joint Facial Action Unit Detection ICCV 2015