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researcher

A. Gkillas

16 papers hereh-index 7165 citations44 works total

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

author position
  • first author8
  • middle author8

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • cs.CV8
  • cs.RO4
  • cs.LG2
  • cs.CR1
  • cs.IR1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedConnections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising

35 citations · 40 across the 16 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023

Deep Equilibrium Models Meet Federated Learning

Alexandros Gkillas, Dimitris Ampeliotis, Kostas Berberidis

In this study the problem of Federated Learning (FL) is explored under a new perspective by utilizing the Deep Equilibrium (DEQ) models instead of conventional deep learning networ…

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