Generative Bayesian Computation: Quantile Neural Networks for Inference and Surrogates - Nicholas G. Polson - Books - Taylor & Francis Ltd - 9781041450849 - January 21, 2027
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Nicholas G. Polson
Generative Bayesian Computation: Quantile Neural Networks for Inference and Surrogates

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Expected delivery Jan 29, 2027 - Feb 3, 2027
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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.

Media Books     Hardcover Book   (Book with hard spine and cover)
To be released January 21, 2027
ISBN13 9781041450849
Publishers Taylor & Francis Ltd
Pages 512
Dimensions 150 × 220 × 20 mm   ·   798 g   (Weight (estimated))

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