Jethro's Braindump

Variational Inference

§machine_learning_algorithms, §pgm

TODO Variational Bounds of Mutual Information (Poole et al., 2019)

TODO Black Box Variational Inference (Ranganath et al., 2013)

TODO Unbiased Implicit Variational Inference (Titsias & Ruiz, 2018)

TODO A Contrastive Divergence for Combining Variational Inference and MCMC (Ruiz & Titsias, 2019)


Poole, B., Ozair, S., Oord, A. v. d., Alemi, A. A., & Tucker, G., On variational bounds of mutual information, CoRR, (), (2019).

Ranganath, R., Gerrish, S., & Blei, D. M., Black Box Variational Inference, CoRR, (), (2013).

Titsias, M. K., & Ruiz, F. J. R., Unbiased Implicit Variational Inference, CoRR, (), (2018).

Ruiz, F. J. R., & Titsias, M. K., A contrastive divergence for combining variational inference and mcmc, CoRR, (), (2019).

Icon by Laymik from The Noun Project. Website built with ♥ with Org-mode, Hugo, and Netlify.