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researcher

Nathaniel Bottman

20 papers hereh-index 6213 citations26 works total

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

author position
  • sole author5
  • first author11
  • middle author3
  • last author1

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

fields
  • math.SG9
  • math.CO4
  • cs.CL2
  • cs.LG1
  • math.AG1
  • math.AT1

identity via Semantic Scholar / OpenAlex

activity
20142026
most cited2-associahedra

13 citations · 27 across the 16 of their papers we have counts for

collaborators
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2023

How regularization affects the geometry of loss functions

Nathaniel Bottman, Y. Cooper, Antonio Lerario

What neural networks learn depends fundamentally on the geometry of the underlying loss function. We study how different regularizers affect the geometry of this function. One of t…

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