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Resource-Constrained On-Device Learning by Dynamic Averaging

Resource-Constrained On-Device Learning by Dynamic Averaging

25 September 2020
Lukas Heppe
Michael Kamp
Linara Adilova
Danny Heinrich
Nico Piatkowski
K. Morik
ArXivPDFHTML

Papers citing "Resource-Constrained On-Device Learning by Dynamic Averaging"

5 / 5 papers shown
Title
Communication-Efficient Distributed Online Learning with Kernels
Communication-Efficient Distributed Online Learning with Kernels
Michael Kamp
Sebastian Bothe
Mario Boley
M. Mock
28
11
0
28 Nov 2019
Effective Parallelisation for Machine Learning
Effective Parallelisation for Machine Learning
Michael Kamp
Mario Boley
Olana Missura
Thomas Gärtner
32
12
0
08 Oct 2018
Efficient Decentralized Deep Learning by Dynamic Model Averaging
Efficient Decentralized Deep Learning by Dynamic Model Averaging
Michael Kamp
Linara Adilova
Joachim Sicking
Fabian Hüger
Peter Schlicht
Tim Wirtz
Stefan Wrobel
65
129
0
09 Jul 2018
Edge-Fog Cloud: A Distributed Cloud for Internet of Things Computations
Edge-Fog Cloud: A Distributed Cloud for Internet of Things Computations
Nitinder Mohan
J. Kangasharju
39
156
0
21 Feb 2017
Communication-Efficient Learning of Deep Networks from Decentralized
  Data
Communication-Efficient Learning of Deep Networks from Decentralized Data
H. B. McMahan
Eider Moore
Daniel Ramage
S. Hampson
Blaise Agüera y Arcas
FedML
397
17,468
0
17 Feb 2016
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