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Accelerating Bayesian Optimisation with Advanced Kernel Learning Methods

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thesis
posted on 2024-04-18, 04:25 authored by Arun Kumar Anjanapura Venkatesh
This research focuses on how AI systems can team with expert scientists and engineers to quicken the discovery of new knowledge, products and processes. This thesis investigates ways to conceptualise such AI-human partnerships that improve the overall decision-making ability by supplementing the speed and quantitative abilities of AI systems with the abstraction and reasoning abilities of experts.

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Pagination

170 p.

Open access

  • Yes

Language

eng

Degree type

Doctorate

Degree name

Ph.D.

Copyright notice

All rights reserved

Editor/Contributor(s)

Santu Rana, Alistair Shilton, Sunil Gupta

Faculty

Applied Artificial Intelligence Institute

School

Applied Artificial Intelligence Institute

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