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researcher

Alexander W. Churchill

3 papers hereh-index 568 citations11 works total

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

author position
  • first author2

Across the 2 of 3 papers where every author was matched, so the position is known.

fields
  • cs.NE2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20132016
most citedA Denoising Autoencoder that Guides Stochastic Search

6 citations · 11 across the 3 of their papers we have counts for

collaborators
Showing 2014Show all

1 paper · 1 filter

cs.NE2014★ 6 cited

A Denoising Autoencoder that Guides Stochastic Search

Alexander W. Churchill, Siddharth Sigtia, Chrisantha Fernando

An algorithm is described that adaptively learns a non-linear mutation distribution. It works by training a denoising autoencoder (DA) online at each generation of a genetic algori…

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