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researcher

L. Aitchison

37 papers hereh-index 252.6k citations65 works total

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

author position
  • sole author4
  • first author7
  • middle author6
  • last author18

Across the 35 of 37 papers where every author was matched, so the position is known.

fields
  • stat.ML19
  • cs.LG8
  • q-bio.NC7
  • cond-mat.soft1
  • cs.RO1
  • physics.ao-ph1

identity via Semantic Scholar / OpenAlex

activity
20142023
most citedBayesian Neural Network Priors Revisited

24 citations · 168 across the 34 of their papers we have counts for

collaborators
Showing 2019 · stat.MLShow all

1 paper · 2 filters

stat.ML2019★ 5 cited

Why bigger is not always better: on finite and infinite neural networks

Laurence Aitchison

Recent work has argued that neural networks can be understood theoretically by taking the number of channels to infinity, at which point the outputs become Gaussian process (GP) di…

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