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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 Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response AISTATS 2014 A Novel M-Estimator for Robust PCA JMLR 2014 Approximating Hierarchical MV-sets for Hierarchical Clustering NeurIPS 2014 A Probabilistic Framework for Multimodal Retrieval using Integrative Indian Buffet Process NeurIPS 2014 A Probabilistic Framework for Multitarget Tracking with Mutual Occlusions CVPR 2014 A provable SVD-based algorithm for learning topics in dominant admixture corpus NeurIPS 2014 A Representation Theory for Ranking Functions NeurIPS 2014 A Residual Bootstrap for High-Dimensional Regression with Near Low-Rank Designs NeurIPS 2014 A reversible infinite HMM using normalised random measures ICML 2014 Articulated Pose Estimation by a Graphical Model with Image Dependent Pairwise Relations NeurIPS 2014 A Safe Screening Rule for Sparse Logistic Regression NeurIPS 2014 A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data ICML 2014 Ask the Image: Supervised Pooling to Preserve Feature Locality CVPR 2014 Associative Embeddings for Large-scale Knowledge Transfer with Self-assessment CVPR 2014 A Statistical Convergence Perspective of Algorithms for Rank Aggregation from Pairwise Data ICML 2014 A Statistical Decision-Theoretic Framework for Social Choice NeurIPS 2014 A statistical model for tensor PCA NeurIPS 2014 A Statistical Perspective on Algorithmic Leveraging ICML 2014 A Stepwise uncertainty reduction approach to constrained global optimization AISTATS 2014 A Study on Cross-Population Age Estimation CVPR 2014 Asymmetrical Gauss Mixture Models for Point Sets Matching CVPR 2014 Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) NeurIPS 2014 Asymmetric Sparse Kernel Approximations for Large-scale Visual Search CVPR 2014 A Tensor Approach to Learning Mixed Membership Community Models JMLR 2014 Attentional Neural Network: Feature Selection Using Cognitive Feedback NeurIPS 2014