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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)

Scalable and Sound Low-Rank Tensor Learning AISTATS 2016 Scalable Approximate Bayesian Inference for Outlier Detection under Informative Sampling JMLR 2016 Scalable Exemplar Clustering and Facility Location via Augmented Block Coordinate Descent with Column Generation AISTATS 2016 Scalable geometric density estimation AISTATS 2016 Scalable Learning of Bayesian Network Classifiers JMLR 2016 Scalable Sparse Subspace Clustering by Orthogonal Matching Pursuit CVPR 2016 Scalable Structure Discovery in Regression using Gaussian Processes AutoML 2016 Scaled Least Squares Estimator for GLMs in Large-Scale Problems NeurIPS 2016 Scaling Factorial Hidden Markov Models: Stochastic Variational Inference without Messages NeurIPS 2016 Scene Labeling Using Sparse Precision Matrix CVPR 2016 SDCA without Duality, Regularization, and Individual Convexity ICML 2016 SDP Relaxation with Randomized Rounding for Energy Disaggregation NeurIPS 2016 Search Improves Label for Active Learning NeurIPS 2016 Seeing Behind the Camera: Identifying the Authorship of a Photograph CVPR 2016 Seeing Through the Human Reporting Bias: Visual Classifiers From Noisy Human-Centric Labels CVPR 2016 Segmented Dynamic Time Warping for Spoken Query-by-Example Search Interspeech 2016 Select-and-Sample for Spike-and-Slab Sparse Coding NeurIPS 2016 Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking COLING 2016 Selection of Multi-Genre Broadcast Data for the Training of Automatic Speech Recognition Systems Interspeech 2016 Self-Adaptive Matrix Completion for Heart Rate Estimation From Face Videos Under Realistic Conditions CVPR 2016 Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings COLING 2016 Semantic Image Segmentation With Task-Specific Edge Detection Using CNNs and a Discriminatively Trained Domain Transform CVPR 2016 Semantic Segmentation With Boundary Neural Fields CVPR 2016 Semi-automatic Detection of Cross-lingual Marketing Blunders based on Pragmatic Label Propagation in Wiktionary COLING 2016 Semi-Coupled Dictionary Based Automatic Bandwidth Extension Approach for Enhancing Children’s ASR Interspeech 2016