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D. Schwab

41 papers hereh-index 5911.2k citations246 works total

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

author position
  • first author6
  • middle author17
  • last author17

Across the 40 of 41 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cond-mat.dis-nn5
  • q-bio.NC5
  • physics.bio-ph4
  • q-bio.PE3
  • stat.ML3
same name
  • D. Schwab — 1 paper, h 1

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
20072021
most citedA high-bias, low-variance introduction to Machine Learning for physicists

932 citations · 2.2k across the 38 of their papers we have counts for

collaborators
Showing 2014 · stat.MLShow all

1 paper · 2 filters

stat.ML2014★ 147 cited

An exact mapping between the Variational Renormalization Group and Deep Learning

Pankaj Mehta, David J. Schwab

Deep learning is a broad set of techniques that uses multiple layers of representation to automatically learn relevant features directly from structured data. Recently, such techni…

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