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Predicting the generalization gap in neural networks using topological
  data analysis

Predicting the generalization gap in neural networks using topological data analysis

23 March 2022
Rubén Ballester
Xavier Arnal Clemente
Carles Casacuberta
Meysam Madadi
C. Corneanu
Sergio Escalera
ArXivPDFHTML

Papers citing "Predicting the generalization gap in neural networks using topological data analysis"

2 / 2 papers shown
Title
Importance attribution in neural networks by means of persistence
  landscapes of time series
Importance attribution in neural networks by means of persistence landscapes of time series
Aina Ferrà
Carles Casacuberta
O. Pujol
AI4TS
50
4
0
06 Feb 2023
Path homologies of deep feedforward networks
Path homologies of deep feedforward networks
Samir Chowdhury
Thomas Gebhart
Steve Huntsman
Matvey Yutin
16
23
0
16 Oct 2019
1