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researcher

J. Ott

20 papers hereh-index 213k citations48 works total

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

author position
  • sole author2
  • first author3
  • middle author14

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • hep-ex6
  • cs.LG3
  • astro-ph.HE2
  • cs.AI1
  • cs.NE1
  • cs.SE1
same name
  • J. Ott — 147 papers
  • J. Ott — 67 papers
  • J. Ott — 57 papers, h 27
  • J. Ott — 39 papers, h 18
  • J. Ott — 38 papers, h 21
  • J. Ott — 23 papers

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
20102023
most citedEnforcing Analytic Constraints in Neural-Networks Emulating Physical Systems

459 citations · 1.1k across the 17 of their papers we have counts for

collaborators
Showing 2019 · cs.LGShow all

1 paper · 2 filters

cs.LG2019

Learning in the Machine: To Share or Not to Share?

Jordan Ott, Erik Linstead, Nicholas LaHaye +1

Weight-sharing is one of the pillars behind Convolutional Neural Networks and their successes. However, in physical neural systems such as the brain, weight-sharing is implausible.…

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