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UID:461@lincs.fr
DTSTART;TZID=Europe/Paris:20190619T140000
DTEND;TZID=Europe/Paris:20190619T150000
DTSTAMP:20190712T080802Z
URL:https://www.lincs.fr/events/talk-by-derya-malak/
SUMMARY:Function Computation in Networks
DESCRIPTION:\n This talk describes a new perspective on cloud/fog
 computing\, by distributing computation in order to handle the large volume
 of data with growing computational demand. Our goal is to devise coding
 techniques for functional compression in networks\, by employing the
 concepts of graph entropy\, common information\, and exploiting function
 surjectivity and role of a helper in encoding of functions. These
 techniques suit different applications such as caching\, classification\,
 federated learning\, quantization\, and compressed sensing. Our unified
 insights suggest to distribute computation by making use of underlying
 redundancy both in data and functions\, in order to recover a sparse
 representation\, or labeling.\n\n\n\n\n\n\n\nTags:  Function Computation in
 Networks \, Derya Malak \, MIT \, \n
CATEGORIES:Seminars,Youtube
LOCATION:Paris-Rennes Room (EIT Digital)\, 23 avenue d'Italie\, 75013
 Paris\, France
X-APPLE-STRUCTURED-LOCATION;VALUE=URI;X-ADDRESS=23 avenue d'Italie\, 75013
 Paris\, France;X-APPLE-RADIUS=100;X-TITLE=Paris-Rennes Room (EIT
 Digital):geo:0,0
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TZID:Europe/Paris
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DTSTART:20190331T030000
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