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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)

Fast Spectral Ranking for Similarity Search CVPR 2018 Fast Stochastic AUC Maximization with $O(1/n)$-Convergence Rate ICML 2018 Fast Variational Bayes for Heavy-tailed PLDA Applied to i-vectors and x-vectors Interspeech 2018 Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding IJCAI 2018 Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates EMNLP 2018 Feasible Arm Identification ICML 2018 Feature-correlation-aware Gaussian Process Latent Variable Model ACML 2018 Feature Engineering for Second Language Acquisition Modeling NAACL 2018 Feature Hashing for Network Representation Learning IJCAI 2018 Feature Optimization for Predicting Readability of Arabic L1 and L2 ACL 2018 Features, Projections, and Representation Change for Generalized Planning IJCAI 2018 Feature Super-Resolution: Make Machine See More Clearly CVPR 2018 Feature with Complementarity of Statistics and Principal Information for Spoofing Detection Interspeech 2018 FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation EMNLP 2018 Few-Shot Charge Prediction with Discriminative Legal Attributes COLING 2018 Few-Shot Image Recognition by Predicting Parameters From Activations CVPR 2018 Filling Missing Paths: Modeling Co-occurrences of Word Pairs and Dependency Paths for Recognizing Lexical Semantic Relations NAACL 2018 Filtering Aggression from the Multilingual Social Media Feed COLING 2018 Filtering and Mining Parallel Data in a Joint Multilingual Space ACL 2018 Finding Beans in Burgers: Deep Semantic-Visual Embedding With Localization CVPR 2018 Finding Communities with Hierarchical Semantics by Distinguishing General and Specialized topics IJCAI 2018 Finding Frequent Entities in Continuous Data IJCAI 2018 Finding Influential Training Samples for Gradient Boosted Decision Trees ICML 2018 Finding Minimal Separators in LWF Chain Graphs PGM 2018 Finding Optimal Bayesian Networks with Local Structure PGM 2018