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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)

Working hard to know your neighbor's margins: Local descriptor learning loss NeurIPS 2017 World Knowledge for Reading Comprehension: Rare Entity Prediction with Hierarchical LSTMs Using External Descriptions EMNLP 2017 WSISA: Making Survival Prediction From Whole Slide Histopathological Images CVPR 2017 YASS: Yet Another Spike Sorter NeurIPS 2017 Zero Frequency Filter Based Analysis of Voice Disorders Interspeech 2017 Zero-Inflated Exponential Family Embeddings ICML 2017 Zero-Shot Classification With Discriminative Semantic Representation Learning CVPR 2017 Zero-Shot Learning - the Good, the Bad and the Ugly CVPR 2017 Zero Shot Learning via Multi-Scale Manifold Regularization CVPR 2017 Zipf’s and Benford’s laws in Twitter hashtags EACL 2017 Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora EMNLP 2017 3D Shape Attributes CVPR 2016 6D Dynamic Camera Relocalization From Single Reference Image CVPR 2016 A 3D Morphable Model Learnt From 10,000 Faces CVPR 2016 A Bandit Framework for Strategic Regression NeurIPS 2016 A Bayesian Nonparametric Approach for Estimating Individualized Treatment-Response Curves MLHC 2016 A Bayesian Nonparametric Approach for Multi-label Classification ACML 2016 A Cartesian 6-DoF Gaze Controller for Humanoid Robots RSS 2016 Accumulated Stability Voting: A Robust Descriptor From Descriptors of Multiple Scales CVPR 2016 Accurate Robust and Efficient Error Estimation for Decision Trees ICML 2016 A Character-Aware Encoder for Neural Machine Translation COLING 2016 A Characterization of Linkage-Based Hierarchical Clustering JMLR 2016 Achieving the KS threshold in the general stochastic block model with linearized acyclic belief propagation NeurIPS 2016 A Class-Specific Speech Enhancement for Phoneme Recognition: A Dictionary Learning Approach Interspeech 2016 A Communication-Efficient Parallel Algorithm for Decision Tree NeurIPS 2016