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researcher

K. A. Laube

7 papers hereh-index 336 citations11 works total

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

author position
  • sole author1
  • first author3
  • middle author3

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • cs.CV3

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedPrune and Replace NAS

8 citations · 16 across the 6 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.LG2021

The UniNAS framework: combining modules in arbitrarily complex configurations with argument trees

Kevin Alexander Laube

Designing code to be simplistic yet to offer choice is a tightrope walk. Additional modules such as optimizers and data sets make a framework useful to a broader audience, but the…

cs.LG2021

Conditional super-network weights

Kevin Alexander Laube, Andreas Zell

Modern Neural Architecture Search methods have repeatedly broken state-of-the-art results for several disciplines. The super-network, a central component of many such methods, enab…

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