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Report

Works title

A case where a spindly two-layer linear network decisively outperforms any neural network with a fully connected input layer

Authors

[ 1 ] Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ P ] employee

Work ID

r2233_2021

Keywords
PL
  • neural networks
  • scale invariance
  • spindly network
  • gradient descent
  • lower bounds
Date

21.10.2021

Language

english

Number of pages or volume of work

23

Type of work

research report

License type

CC BY (attribution alone)

Open Access

Yes

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