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On a veeeery quick skim I think it's a Bayesian generative model for deep learning architectures. I thought Zoubin Ghahramani's group already had done some simi
by noelwelsh 12y ago
On a veeeery quick skim I think it's a Bayesian generative model for deep learning architectures. I thought Zoubin Ghahramani's group already had done some similar work, but :shrug: it's not my field.
- dustintran 12y agoTo clarify, it has been studied in Zoubin Ghahramani's group [1] (and also more recently in Ryan Adam's group [2]), and it's most widely known through Radford Neal [3] who's won a lot of competitions using the Bayesian approach to NNs. [1] http://mlg.eng.cam.ac.uk http://mlg.eng.cam.ac.uk [2] http://hips.seas.harvard.edu http://hips.seas.harvard.edu [3] http://www.cs.utoronto.ca/~radford/res-neural.html http://www.cs.utoronto.ca/~radford/res-neural.html