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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)

Optimal Learning Rates for Localized SVMs JMLR 2016 Optimal rates for total variation denoising COLT 2016 Optimal Sparse Linear Encoders and Sparse PCA NeurIPS 2016 Optimal spectral transportation with application to music transcription NeurIPS 2016 Optimizing affinity-based binary hashing using auxiliary coordinates NeurIPS 2016 Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering CVPR 2016 Ordered Weighted L1 Regularized Regression with Strongly Correlated Covariates: Theoretical Aspects AISTATS 2016 Ordinal Regression With Multiple Output CNN for Age Estimation CVPR 2016 Orthogonal Random Features NeurIPS 2016 Pairwise Choice Markov Chains NeurIPS 2016 Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification Interspeech 2016 Pairwise Linear Regression Classification for Image Set Retrieval CVPR 2016 Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR 2016 Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network COLING 2016 Parallel Dictionary Learning for Voice Conversion Using Discriminative Graph-Embedded Non-Negative Matrix Factorization Interspeech 2016 Parallel Majorization Minimization with Dynamically Restricted Domains for Nonconvex Optimization AISTATS 2016 Parallel Markov Chain Monte Carlo via Spectral Clustering AISTATS 2016 Parallel Speaker and Content Modelling for Text-Dependent Speaker Verification Interspeech 2016 Parameter Estimation for Generalized Thurstone Choice Models ICML 2016 Parkinson’s Disease Progression Assessment from Speech Using GMM-UBM Interspeech 2016 Part-Stacked CNN for Fine-Grained Visual Categorization CVPR 2016 PD-Sparse : A Primal and Dual Sparse Approach to Extreme Multiclass and Multilabel Classification ICML 2016 Penalized Maximum Likelihood Estimation of Multi-layered Gaussian Graphical Models JMLR 2016 Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement Interspeech 2016 Persistence weighted Gaussian kernel for topological data analysis ICML 2016