Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders

Yaniv Yacoby, Weiwei Pan, Finale Doshi-Velez. Characterizing and Avoiding Problematic Global Optima of Variational Autoencoders. In Cheng Zhang 0005, Francisco J. R. Ruiz, Thang D. Bui, Adji Bousso Dieng, Dawen Liang, editors, Symposium on Advances in Approximate Bayesian Inference, AABI 2019, Vancouver, BC, Canada, December 8, 2019. Volume 118 of Proceedings of Machine Learning Research, pages 1-17, PMLR, 2019. [doi]

Abstract

Abstract is missing.