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researcher

R. Khalili

23 papers hereh-index 232.4k citations78 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author19
  • last author4

Across the 23 of 23 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.NI6
  • cs.MA2
  • cs.NE1
  • cs.PF1
  • physics.soc-ph1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedFederated Learning for Computationally-Constrained Heterogeneous Devices: A Survey

113 citations · 290 across the 22 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021

DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems

Martin Rapp, Ramin Khalili, Kilian Pfeiffer +1

We study the problem of distributed training of neural networks (NNs) on devices with heterogeneous, limited, and time-varying availability of computational resources. We present a…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.