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Generative Bayesian Computation: Quantile Neural Networks for Inference and Surrogates
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Generative Bayesian Computation: Quantile Neura... 1041450788 Book Cover

Generative Bayesian Computation: Quantile Neura...

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Edition Description

This book introduces Generative Bayesian Computation (GBC), a transformative framework that replaces traditional Markov chain Monte Carlo methods with deep quantile neural networks trained by stochastic gradient descent. At its core, GBC leverages the noise outsourcing theorem...

Edition Details
Format:Paperback
Language:English
ISBN:1041450788
Format: Paperback
Condition:

Release Date: Apr 30, 2027

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