Vadim Sokolov – författare
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4 produkter
Bayes, AI, and Deep Learning
Foundations of Data Science
Inbunden, 2027
2713 kr
Kommande
From Alan Turing breaking the Enigma code to ChatGPT reshaping how we work and create, artificial intelligence has always been powered by a single unifying principle: learning from data under uncertainty. This book reveals the mathematical machinery behind modern AI, weaving together Bayesian …
Bayes, AI, and Deep Learning
Foundations of Data Science
Häftad, 2027
1015 kr
Kommande
From Alan Turing breaking the Enigma code to ChatGPT reshaping how we work and create, artificial intelligence has always been powered by a single unifying principle: learning from data under uncertainty. This book reveals the mathematical machinery behind modern AI, weaving together Bayesian …
Generative Bayesian Computation
Quantile Neural Networks for Inference and Surrogates
Av Nicholas G. Polson, Vadim Sokolov
Häftad, 2027
971 kr
Kommande
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 and implicit quantile …
Generative Bayesian Computation
Quantile Neural Networks for Inference and Surrogates
Av Nicholas G. Polson, Vadim Sokolov
Inbunden, 2027
2713 kr
Kommande
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 and implicit quantile …
