Literature for Machine Learning for Inverse Problems


Link to the Homepage: Machine Learning for Inverse Problems


no image available Aggarwal, Charu C.
Neural Networks and Deep Learning:
A Textbook

Springer 2018
no image available Engl, Heinz W.; Hanke-Bourgeois, Martin; Neubauer, Andreas
Regularization of Inverse Problems
Kluwer 2000
  • print: ENG h 2000:1 2.Ex
no image available Goodfellow, Ian; Bengio, Yoshua and Courville, Aaron
Deep Learning
MIT 2016
no image available Louis, Alfred Karl
Inverse und schlecht gestellte Probleme
Teubner 1989
no image available Mitchell, Tom M.
Machine Learning
McGraw-Hill 1997
  • print: MIT t 1998:1 1.Ex
no image available Natterer, Frank
The Mathematics of Computerized Tomography
SIAM 2001
no image available Rieder, Andreas
Keine Probleme mit inversen Problemen:
Eine Einführung in ihre stabile Lösung

Vieweg 2003
no image available Schuster, Thomas; Kaltenbacher, Barbara; Hofmann, Bernd and Kazimierski, Kamil S.
Regularization Methods in Banach Spaces
De Gruyter 2012
no image available Shalev-Shwartz, Shai and Ben-David, Shai
Understanding Machine Learning:
From Theory to Algorithms

Cambridge 2014
  • print: ShAL s2 2014:1 1.Ex