HEMP: High-order Entropy Minimization for neural network comPression
Sign Up to like & getrecommendations! Published in 2021 at "Neurocomputing"
DOI: 10.1016/j.neucom.2021.07.022
Abstract: We formulate the entropy of a quantized artificial neural network as a differentiable function that can be plugged as a regularization term into the cost function minimized by gradient descent. Our formulation scales efficiently beyond… read more here.
Keywords: compression; network; order entropy; entropy ... See more keywords
P-V criticality of first-order entropy corrected AdS black holes in massive gravity
Sign Up to like & getrecommendations! Published in 2017 at "Physical Review D"
DOI: 10.1103/physrevd.95.106014
Abstract: We consider a massive black hole in four dimensional AdS space and study the effect of thermal fluctuations on the thermodynamics of the black hole. We consider thermal fluctuations as logarithmic correction terms in the… read more here.
Keywords: logarithmic correction; criticality first; first order; order entropy ... See more keywords