TY - GEN AU - Masegosa Arredondo, Andrés Ramón AU - Cabañas de Paz, Rafael AU - Langseth, Helge AU - Nielsen, Thomas Dyhre AU - Salmerón Cerdán, Antonio PY - 2021 SN - 1099-4300 UR - http://hdl.handle.net/10835/9516 AB - Recent advances in statistical inference have significantly expanded the toolbox of probabilistic modeling. Historically, probabilistic modeling has been constrained to very restricted model classes, where exact or approximate probabilistic inference... LA - en PB - MDPI KW - deep probabilistic modeling KW - variational inference KW - neural networks KW - latent variable models KW - Bayesian learning TI - Probabilistic Models with Deep Neural Networks ER -