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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 2013Show all

2 papers · 1 filter

q-bio.NC2013★ 122 cited

Zipf's law and criticality in multivariate data without fine-tuning

David J. Schwab, Ilya Nemenman, Pankaj Mehta

The joint probability distribution of many degrees of freedom in biological systems, such as firing patterns in neural networks or antibody sequence composition in zebrafish, often…

q-bio.PE2013★ 46 cited

Quantifying the role of population subdivision in evolution on rugged fitness landscapes

Anne-Florence Bitbol, David J. Schwab

Natural selection drives populations towards higher fitness, but crossing fitness valleys or plateaus may facilitate progress up a rugged fitness landscape involving epistasis. We…

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