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
Scientific discipline (Law 2.0)
Year of publication
2021
Chapter type
chapter in monograph / paper
Publication language
english
Keywords
EN
- neural networks
- scale invariance
- spindly network
- gradient descent
- lower bounds
Pages (from - to)
1214 - 1236
Open Access Mode
publisher's website
Open Access Text Version
final published version
Date of Open Access to the publication
at the time of publication
Ministry points / chapter
5
Ministry points / conference (CORE)
70
System created by Poznań University of Technology
and Poznan Supercomputing and Networking Center
Log in through eKonto to add to SIS