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G. D. Magoulas

Birkbeck Knowledge Lab

4 papers hereh-index 335.1k citations213 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.NE3
  • stat.ML1
affiliations
  • Birkbeck Knowledge Lab
HomepageORCID 0000-0003-1884-0772

identity via Semantic Scholar / OpenAlex

activity
20052017
most citedAdapting Resilient Propagation for Deep Learning

14 citations · 29 across the 3 of their papers we have counts for

collaborators
Showing 2015Show all

2 papers · 1 filter

cs.NE2015★ 14 cited

Adapting Resilient Propagation for Deep Learning

Alan Mosca, George D. Magoulas

The Resilient Propagation (Rprop) algorithm has been very popular for backpropagation training of multilayer feed-forward neural networks in various applications. The standard Rpro…

cs.NE2015★ 9 cited

Transfer learning approach for financial applications

Cosmin Stamate, George D. Magoulas, Michael S. C. Thomas

Artificial neural networks learn how to solve new problems through a computationally intense and time consuming process. One way to reduce the amount of time required is to inject…

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