Generalized Normalizing Flows via Markov Chains
Book Details
Format
Paperback / Softback
ISBN-10
1009331000
ISBN-13
9781009331005
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Feb 2nd, 2023
Print length
75 Pages
Weight
112 grams
Dimensions
22.80 x 15.30 x 0.70 cms
Product Classification:
Stochastics
AI Summary
Ksh 3,250.00
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Normalizing flows, diffusion normalizing flows and variational autoencoders are powerful generative models. This Element provides a unified framework to handle these approaches via Markov chains. The authors' framework establishes a useful mathematical tool to combine the various approaches.
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