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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)

Fair k-Center Clustering for Data Summarization ICML 2019 Fairness Constraints: A Flexible Approach for Fair Classification JMLR 2019 Fair Regression: Quantitative Definitions and Reduction-Based Algorithms ICML 2019 Fairwalk: Towards Fair Graph Embedding IJCAI 2019 Fake News Detection using Deep Markov Random Fields NAACL 2019 FANDA: A Novel Approach to Perform Follow-Up Query Analysis AAAI 2019 Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid ICCV 2019 Fast Algorithms for Sparse Reduced-Rank Regression AISTATS 2019 Fast and Accurate Classification with a Multi-Spike Learning Algorithm for Spiking Neurons IJCAI 2019 Fast and Accurate Least-Mean-Squares Solvers NeurIPS 2019 Fast and Robust Multi-View Multi-Task Learning via Group Sparsity IJCAI 2019 Fast and Robust Shortest Paths on Manifolds Learned from Data AISTATS 2019 Fast and Stable Maximum Likelihood Estimation for Incomplete Multinomial Models ICML 2019 Fast Automatic Smoothing for Generalized Additive Models JMLR 2019 Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay NeurIPS 2019 Fast Direct Search in an Optimally Compressed Continuous Target Space for Efficient Multi-Label Active Learning ICML 2019 Faster Algorithms for Binary Matrix Factorization ICML 2019 Faster Boosting with Smaller Memory NeurIPS 2019 Fast Incremental SVDD Learning Algorithm with the Gaussian Kernel AAAI 2019 Fast Low-rank Metric Learning for Large-scale and High-dimensional Data NeurIPS 2019 Fast Parallel Algorithms for Statistical Subset Selection Problems NeurIPS 2019 Fast PMI-Based Word Embedding with Efficient Use of Unobserved Patterns AAAI 2019 Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring NAACL 2019 Fast, Provably convergent IRLS Algorithm for p-norm Linear Regression NeurIPS 2019 Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019