Space of Functions Computed by Deep-Layered Machines
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Author(s):
Alexander Mozeika, Bo Li, David Saad
Published in:
Physical Review Letters, Issue 125/16, 2020, Page(s) 168301, ISSN 0031-9007
Publisher:
American Physical Society
DOI:
10.1103/physrevlett.125.168301
Reducing urban traffic congestion due to localized routing decisions
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Author(s):
Bo Li, David Saad, Andrey Y. Lokhov
Published in:
Physical Review Research, Issue 2/3, 2020, Page(s) 032059, ISSN 2643-1564
Publisher:
American Physical Society
DOI:
10.1103/physrevresearch.2.032059
Impact of presymptomatic transmission on epidemic spreading in contact networks: A dynamic message-passing analysis
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Author(s):
Bo Li, David Saad
Published in:
Physical Review E, Issue 103/5, 2021, Page(s) 052303, ISSN 2470-0045
Publisher:
American Physical Society
DOI:
10.1103/physreve.103.052303
Large deviation analysis of function sensitivity in random deep neural networks
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Author(s):
Bo Li, David Saad
Published in:
Journal of Physics A: Mathematical and Theoretical, Issue 53/10, 2020, Page(s) 104002, ISSN 1751-8113
Publisher:
Institute of Physics Publishing
DOI:
10.1088/1751-8121/ab6a6f