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researcher

S. Vardeman

2 papers hereh-index 231.8k citations126 works total

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

author position
  • last author2

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

fields
  • math.ST1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedOn the instability and degeneracy of deep learning models

6 citations · 7 across the 2 of their papers we have counts for

collaborators

2 papers

math.ST2016★ 6 cited

On the instability and degeneracy of deep learning models

Andee Kaplan, Daniel Nordman, Stephen Vardeman

A probability model exhibits instability if small changes in a data outcome result in large, and often unanticipated, changes in probability. This instability is a property of the…

stat.ML2016★ 1 cited

Properties and Bayesian fitting of restricted Boltzmann machines

Andee Kaplan, Daniel Nordman, Stephen Vardeman

A restricted Boltzmann machine (RBM) is an undirected graphical model constructed for discrete or continuous random variables, with two layers, one hidden and one visible, and no c…

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