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Adam Gaier

Autodesk Research

10 papers hereh-index 10653 citations26 works total

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

author position
  • first author6
  • middle author3
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.NE6
  • cs.LG2
  • math.OC1
  • stat.ML1
affiliations
  • Autodesk Research
same name
  • Adam Gaier — 5 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedData-Efficient Exploration, Optimization, and Modeling of Diverse Designs through Surrogate-Assisted Illumination

45 citations · 118 across the 9 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

cs.NE2019★ 8 cited

Prediction of neural network performance by phenotypic modeling

Alexander Hagg, Martin Zaefferer, Jörg Stork +1

Surrogate models are used to reduce the burden of expensive-to-evaluate objective functions in optimization. By creating models which map genomes to objective values, these models…

cs.LG2019

Weight Agnostic Neural Networks

Adam Gaier, David Ha

Not all neural network architectures are created equal, some perform much better than others for certain tasks. But how important are the weight parameters of a neural network comp…

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