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Rob Geada
Principal Machine Learning Engineer, AI, Red Hat
Joined
November 2023
Names
Rob Geada
(Preferred)
,
Robert Geada
Emails
****@geada.net
(Confirmed)
,
****@redhat.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
LinkedIn
Career & Education History
Principal Machine Learning Engineer
AI,
Red Hat
(redhat.com)
2022
–
Present
PhD student
Computer Science,
University of Newcastle-upon-Tyne
(ncl.ac.uk)
2017
–
2022
Software Engineer
Engineering,
Red Hat
(redhat.com)
2016
–
2022
Advisors, Relations & Conflicts
Coworker
Dominik Dahlem
2024
–
Present
Coauthor
David Towers
2017
–
2022
PhD Advisor
Stephen McGough
2017
–
2021
Expertise
LLM Guardrailing
,
LLM Evaluation
2023
–
2025
AI Explainability
,
XAI
2021
–
2023
Convolutional Neural Net Architectures
2017
–
2021
Neural Architecture Search
,
NAS
2017
–
2021
Publications
Insights from the Use of Previously Unseen Neural Architecture Search Datasets
Rob Geada
,
David Towers
,
Matthew Forshaw
,
Amir Atapour-Abarghouei
,
A. Stephen McGough
CVPR 2024
Readers:
Everyone
SpiderNet: Hybrid Differentiable-Evolutionary Architecture Search via Train-Free Metrics
Rob Geada
,
Andrew Stephen McGough
CoRR 2022
Readers:
Everyone
TrustyAI Explainability Toolkit
Rob Geada
,
Tommaso Teofili
,
Rui Vieira
,
Rebecca Whitworth
,
Daniele Zonca
CoRR 2021
Readers:
Everyone
Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners
Rob Geada
,
Dennis Prangle
,
Andrew Stephen McGough
CoRR 2020
Readers:
Everyone
Co-Authors
A. Stephen McGough
Amir Atapour-Abarghouei
Andrew Stephen McGough
Daniele Zonca
David Towers
Dennis Prangle
Matthew Forshaw
Rebecca Whitworth
Rui Vieira
Tommaso Teofili