LIBROS DEL AUTOR: lucas pinheiro cinelli

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  • Variational Methods for Machine Learning with Applications to Deep Networks
    Eduardo Antônio Barros da Silva / Lucas Pinheiro Cinelli / Matheus Araújo Marins
    This book provides a straightforward look at the concepts, algorithms and advantages of Bayesian Deep Learning and Deep Generative Models. Starting from the model-based approach to Machine Learning, the authors motivate Probabilistic Graphical Models and show how Bayesian inference naturally lends itself to this framework. The authors present detailed explanations of the main m...
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    48,37 €