Variational Methods for Machine Learning with Applications to Deep Networks

Variational Autoencoder

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70679-1_5 Lucas Pinheiro Cinelli, Matheus Araújo Marins, Eduardo Antúnio Barros da Silva, Sérgio Lima Netto

Bayesian Neural Networks

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70679-1_4 Lucas P. Cinelli, Matheus A. Marins, E. A. Silva, S. L. Netto

Fundamentals of Statistical Inference

Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70679-1_2 Lucas P. Cinelli, Matheus A. Marins, Eduardo Silva, S. L. Netto