Table of Contents: On Uncertainty Quantification in Neural Networks :

Cover Image

QR Code

On Uncertainty Quantification in Neural Networks : Ensemble Distillation and Weak Supervision.

Bibliographic Details
Main Author:	Olmin, Amanda.
Format:	eBook
Language:	English
Published:	Linköping : Linkopings Universitet, 2022.
Edition:	1st ed.
Series:	Linköping University Medical Dissertations Series
Subjects:	Electronic books.
Online Access:	Click to View

Table of Contents:

Intro
POPULÄRVETENSKAPLIG SAMMANFATTNING
ABSTRACT
Acknowledgements
Contents
List of Figures
List of Tables
Chapter 1 Introduction
Chapter 2 Probabilistic machine learning
Chapter 3 Model uncertainty
Chapter 4 Ensembles and ensemble distillation
Chapter 5 Weak supervision
Chapter 6 Conclusion
References
Appendix
Papers.