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researcher

Fred Roosta

42 papers hereh-index 14560 citations57 works total

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

author position
  • first author1
  • middle author16
  • last author24

Across the 41 of 42 papers where every author was matched, so the position is known.

fields
  • math.OC13
  • stat.ML12
  • cs.LG10
  • math.NA3
  • cs.CV1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedStochastic Normalizing Flows

44 citations · 153 across the 39 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019★ 6 cited

Richer priors for infinitely wide multi-layer perceptrons

Russell Tsuchida, Fred Roosta, Marcus Gallagher

It is well-known that the distribution over functions induced through a zero-mean iid prior distribution over the parameters of a multi-layer perceptron (MLP) converges to a Gaussi…

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