Thermodynamic reverse bounds for general open quantum processes
Sign Up to like & getrecommendations! Published in 2020 at "Physical Review A"
DOI: 10.1103/physreva.102.032210
Abstract: Various quantum thermodynamic bounds are shown to stem from a single tighter and more general inequality, consequence of the operator concavity of the logarithmic function. Such an inequality, which we call the "thermodynamic reverse bound",… read more here.
Keywords: quantum; bounds general; general open; reverse ... See more keywords
On Lipschitz Bounds of General Convolutional Neural Networks
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Information Theory"
DOI: 10.1109/tit.2019.2961812
Abstract: Many convolutional neural networks (CNN’s) have a feed-forward structure. In this paper, we model a general framework for analyzing the Lipschitz bounds of CNN’s and propose a linear program that estimates these bounds. Several CNN’s,… read more here.
Keywords: lipschitz bounds; neural networks; general convolutional; bounds general ... See more keywords