Non-convex variational principles for the RS free energy of restricted Boltzmann machines
RANDOM MATRIX
October 28, 2020 2:00 pmFrom the viewpoint of spin glass theory, restricted Boltzmann machines represent a veritable challenge, as to the lack of convexity prevents us to use Guerra's bounds. Therefore even the replica symmetric approximation for the free energy presents some challenges. I will...
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