Articles with "linear networks" as a keyword



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Multi-Sender Index Coding Over Linear Networks

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Published in 2022 at "IEEE Communications Letters"

DOI: 10.1109/lcomm.2021.3132988

Abstract: We consider an index coding problem in which several transmitters deliver distinct files to a number of users with minimum delay. Each user has access to a subset of other files from the library, which… read more here.

Keywords: index coding; index; coding linear; multi sender ... See more keywords
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The loss surface of deep linear networks viewed through the algebraic geometry lens

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Published in 2021 at "IEEE transactions on pattern analysis and machine intelligence"

DOI: 10.1109/tpami.2021.3071289

Abstract: By using the viewpoint of modern computational algebraic geometry, we explore properties of the optimization landscapes of the deep linear neural network models. After clarifying on the various definitions of "flat" minima, we show that… read more here.

Keywords: algebraic geometry; number; linear networks; minima ... See more keywords
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Kriging models for linear networks and non‐Euclidean distances: Cautions and solutions

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Published in 2018 at "Methods in Ecology and Evolution"

DOI: 10.1111/2041-210x.12979

Abstract: There are now several examples in the ecological literature where, for spatial prediction like kriging, non-Euclidean distances were used in autocorrelation models developed under a Euclidean distance assumption. This leads to a problem where prediction… read more here.

Keywords: linear networks; euclidean distances; networks non; models linear ... See more keywords