scientific article

zbMath1333.68002MaRDI QIDQ3450160

Masashi Sugiyama

Publication date: 3 November 2015

Full work available at URL: http://www.sciencedirect.com/science/book/9780128021217

Title: zbMATH Open Web Interface contents unavailable due to conflicting licenses.

zbMATH Keywords

pattern recognitionmaximum likelihood estimationclusteringhypothesis testingonline learningsum of independent random variablesregressionBayesian inferencedimensionality reductionstatistical estimationnonparametric estimationGaussian mixture modelprobability inequalitieschange detectionensemble learningsemi-supervised learningprobabilistic classificationmultitask learningsupport vector classificationstatistical machine learningleast squares classificationmultidimensional probability distribution

Mathematics Subject Classification ID

Introductory exposition (textbooks, tutorial papers, etc.) pertaining to computer science (68-01) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10)

Related Items

Binary classification with ambiguous training data, Clustering for Item Delivery Using Rule-K-Means, Bayesian inference of a parametric random spheroid from its orthogonal projections, Dimensionality reduction based on kCCC and manifold learning

Uses Software

• Matlab
• Octave
• LIBSVM