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Description Variational Bayesian Learning is one of the most popular methods in machine learning.
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The authors begin by developing a basic framework with a focus on conjugacy, which enables the reader to derive tractable algorithms.
Designed for researchers and graduate students in machine learning, this book summarizes recent developments in the non-asymptotic and asymptotic Theory of Variational Bayesian Learning and suggests how this Theory can be applied in practice.
Description Variational Bayesian Learning is one of the most popular methods in machine learning
Uneori, aceste descrieri pot contine inadvertente. De asemenea, imaginea este informativa si poate contine accesorii neincluse in pachetele standard.
