Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton

Journal of Machine Learning Research

EngineeringData VisualizationData ExplorationVisualization (Data Visualization)Linear Embedding +14

Latent dirichlet allocation

David M. Blei, Andrew Y. Ng, Michael I. Jordan

Journal of Machine Learning Research

Latent Dirichlet AllocationEngineeringCorpus LinguisticsAutomatic SummarizationText Mining +16

Scikit-learn: Machine Learning in Python

PedregosaFabian, VaroquauxGaël, GramfortAlexandre, +13

Journal of Machine Learning Research

Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolPython Module +14

An introduction to variable and feature selection

GuyonIsabelle, ElisseeffAndré

Journal of Machine Learning Research

EngineeringMachine LearningData ScienceData MiningPattern Recognition +11

Distance Metric Learning for Large Margin Nearest Neighbor Classification

Kilian Q. Weinberger, Lawrence K. Saul

Journal of Machine Learning Research

EngineeringMachine LearningSupport Vector MachineClassification MethodImage Analysis +16

Stacked Denoising Autoencoders: Learning Useful Representations in a Deep Network with a Local Denoising Criterion

VincentPascal, LarochelleHugo, LajoieIsabelle, +2

Journal of Machine Learning Research

Artificial IntelligenceLocal Denoising CriterionConvolutional Neural NetworkCorrupted VersionsMachine Learning +13

Dlib-ml: A Machine Learning Toolkit

Davis E. King

Journal of Machine Learning Research

EngineeringMachine LearningComputer AnalysisAlgorithmic LibraryMachine Learning Tool +17

A neural probabilistic language model

BengioYoshua, DucharmeRéjean, VincentPascal, +1

Journal of Machine Learning Research

Natural Language ProcessingNatural LanguageSyntaxStatistical Language ModelingEngineering +10

Non-negative Matrix Factorization with Sparseness Constraints

Patrik O. Hoyer

Journal of Machine Learning Research

Non-negative Matrix FactorizationSparse RepresentationEngineeringMachine LearningData Science +12

RCV1: A New Benchmark Collection for Text Categorization Research

David Lewis, Yiming Yang, Tony Rose, +1

Journal of Machine Learning Research

EngineeringSemantic WebCorpus LinguisticsJournalismText Mining +21