Kontakt
Jak nakupovat
Doručení
Nákupní rádce
Bayesian Learning for Neural Networks
Angličtina
400 b
Až 30 dní na vrácení zboží
Mohlo by vás také zajímat
/
Brožovaná
340
Kč
/
Brožovaná
637
Kč
/
Brožovaná
475
Kč
Artificial "neural networks" are widely used as flexible models for classification and regression applications, but questions remain about how the power of these models can be safely exploited when training data is limited. This book demonstrates how Bayesian methods allow complex neural network models to be used without fear of the "overfitting" that can occur with traditional training methods. Insight into the nature of these complex Bayesian models is provided by a theoretical investigation of the priors over functions that underlie them. A practical implementation of Bayesian neural network learning using Markov chain Monte Carlo methods is also described, and software for it is freely available over the Internet. Presupposing only basic knowledge of probability and statistics, this book should be of interest to researchers in statistics, engineering, and artificial intelligence.
Informace o knize
Angličtina
Kategorie
Darujte tuto knihu ještě dnes
Je to snadné
1 Přidejte knihu do košíku a zvolte doručit jako dárek 2 Obratem vám zašleme poukaz 3 Kniha dorazí na adresu obdarovanéhoAhoj! Jsem Libroamiko, tvůj knižní rádce.
Jak ti můžu pomoct?