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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)

Value Pursuit Iteration NeurIPS 2012 Variable Selection for Gaussian Graphical Models AISTATS 2012 Variable Selection in High-dimensional Varying-coefficient Models with Global Optimality JMLR 2012 Variational Inference for Crowdsourcing NeurIPS 2012 Variational Multinomial Logit Gaussian Process JMLR 2012 Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity NeurIPS 2012 Visual Route Recognition with a Handful of Bits RSS 2012 Volume Regularization for Binary Classification NeurIPS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 Weighted Likelihood Policy Search with Model Selection NeurIPS 2012 Why MCA? Nonlinear sparse coding with spike-and-slab prior for neurally plausible image encoding NeurIPS 2012 θ-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding NeurIPS 2011 A blind sparse deconvolution method for neural spike identification NeurIPS 2011 A Brain-Machine Interface Operating with a Real-Time Spiking Neural Network Control Algorithm NeurIPS 2011 Acceleration Technique for Boosting Classification and its Application to Face Detection ACML 2011 A Close Look to Margin Complexity and Related Parameters COLT 2011 A Collaborative Mechanism for Crowdsourcing Prediction Problems NeurIPS 2011 A concave regularization technique for sparse mixture models NeurIPS 2011 A Convergence Analysis of Log-Linear Training NeurIPS 2011 Active Boosted Learning (ActBoost) AISTATS 2011 Active Classification based on Value of Classifier NeurIPS 2011 Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities AISTATS 2011 Active dendrites: adaptation to spike-based communication NeurIPS 2011 Active Learning Ranking from Pairwise Preferences with Almost Optimal Query Complexity NeurIPS 2011 Active Ranking using Pairwise Comparisons NeurIPS 2011