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Do they train with backpropagation efficiently?
by ganfortran 10y ago
Do they train with backpropagation efficiently?
- twiecki 10y agoNo, back-propagation would not give full Bayesian inference (although there are some tricks [0]). They instead use variational inference[1], which allows for fast inference of continuous PGMs. [0] http://mlg.eng.cam.ac.uk/yarin/blog_2248.html http://mlg.eng.cam.ac.uk/yarin/blog_2248.html [1] https://arxiv.org/abs/1603.00788 https://arxiv.org/abs/1603.00788
- cttet 10y agoMost variational inference are not full-Bayesian as well...