Deakin University
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nguyen-addressingpractical-2018.pdf (7.91 MB)

Addressing practical challenges of Bayesian optimisation

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thesis
posted on 2019-03-19, 00:00 authored by T Nguyen
This thesis focuses on addressing several challenges in applying Bayesian optimisation in real world problems. The contributions of this thesis are new Bayesian optimisation algorithms for three practical problems: finding stable solutions, optimising cascaded processes and privacy-aware optimisation.

History

Pagination

135 p.

Open access

  • Yes

Material type

thesis

Resource type

thesis

Language

eng

Degree type

Research doctorate

Degree name

PhD

Copyright notice

The author

Editor/Contributor(s)

S Venkatesh, S Rana, S Gupta

Faculty

Faculty of Science

School

Engineering and Built Environment