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Introduction to statistical machine leariningSugiyama, Masashi, 1974-Type of material - book ; adult, seriousPublication and manufacture - Waltham (MA) : Elsevier, cop. 2016Language - englishISBN - 978-0-12-802121-7COBISS.SI-ID - 2048571155
Author
Sugiyama, Masashi, 1974-
Topics
machine learning |
statistical methods |
statistical machine learning |
statistics |
probability |
random variables |
probability distributions |
probability inequalities |
statistical estimation |
hypothesis testing |
statistical pattern recognition |
estimation |
Bayesian inference |
learning models |
regression |
ensemble learning |
online learning |
prediction |
semisupervised learning |
multitask learning |
linear dimensionality reduction |
nonlinear dimensionality reduction |
clustering |
outlier detection |
change detection |
strojno učenje |
statistične metode |
statistično strojno učenje |
statistika |
verjetnost |
naključne spremenljivke |
verjetnostne neenakosti |
statistična ocena |
testiranje hipotez |
statistično prepoznavanje vzorcev |
ocenjevanje |
Bayesov sklep |
modeli učenja |
regresija |
spletno učenje |
grozdenje
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Library/institution |
City | Acronym | For loan | Other holdings |
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Faculty of Information Studies in Novo mesto | Novo mesto | FIS |
outside loan 2 cop.
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Sugiyama, Masashi, 1974- | ![]() |
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