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S. Shirman

3 papers hereh-index 7230 citations16 works total

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

author position
  • first author1
  • last author2

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

fields
  • cs.AI1
  • cs.LG1
  • stat.ME1

identity via Semantic Scholar / OpenAlex

most citedMachine Learning, Deepest Learning: Statistical Data Assimilation Problems

4 citations · 5 across the 2 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2017★ 1 cited

Machine Learning as Statistical Data Assimilation

H. D. I. Abarbanel, P. J. Rozdeba, S. Shirman

We identify a strong equivalence between neural network based machine learning (ML) methods and the formulation of statistical data assimilation (DA), known to be a problem in stat…

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