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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 Generalized Neyman-Pearson Criterion for Optimal Domain Adaptation ALT 2019 A Generative Adversarial Density Estimator CVPR 2019 A Generative Model for Dynamic Networks with Applications AAAI 2019 A Generative Model For Electron Paths ICLR 2019 Agent-based Decision Support for Pain Management in Primary Care Settings IJCAI 2019 A Geometric Perspective on Optimal Representations for Reinforcement Learning NeurIPS 2019 Aggressive Driving Saves More Time? Multi-task Learning for Customized Travel Time Estimation IJCAI 2019 A Gradient-Based Split Criterion for Highly Accurate and Transparent Model Trees IJCAI 2019 A Gradual, Semi-Discrete Approach to Generative Network Training via Explicit Wasserstein Minimization ICML 2019 A Grammar-Based Structural CNN Decoder for Code Generation AAAI 2019 AGRR 2019: Corpus for Gapping Resolution in Russian ACL 2019 A Hierarchical Location Prediction Neural Network for Twitter User Geolocation EMNLP 2019 A Hierarchically-Labeled Portuguese Hate Speech Dataset ACL 2019 A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification AAAI 2019 A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models Interspeech 2019 AI-powered Posture Training: Application of Machine Learning in Sitting Posture Recognition Using the LifeChair Smart Cushion IJCAI 2019 AIRD: Adversarial Learning Framework for Image Repurposing Detection CVPR 2019 A Japanese Word Segmentation Proposal ACL 2019 A Kernel Multiple Change-point Algorithm via Model Selection JMLR 2019 A Kernel Random Matrix-Based Approach for Sparse PCA ICLR 2019 A Kernel Theory of Modern Data Augmentation ICML 2019 A Knowledge Regularized Hierarchical Approach for Emotion Cause Analysis EMNLP 2019 A Label Informative Wide & Deep Classifier for Patents and Papers EMNLP 2019 A Late Fusion CNN for Digital Matting CVPR 2019 A Latent Variable Model for Learning Distributional Relation Vectors IJCAI 2019