Matthew Farrugia-Roberts
Scholar

Matthew Farrugia-Roberts

Google Scholar ID: hIN4ac4AAAAJ
DPhil student, Department of Computer Science, University of Oxford
cybernetics and society
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
121
 
H-index
5
 
i10-index
2
 
Publications
13
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
5 items
Stagewise Reinforcement Learning and the Geometry of the Regret Landscape
2026
Cited
1
Mitigating Goal Misgeneralization with Minimax Regret
2025
Cited
0
You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation
2025
Cited
0
Dynamics of Transient Structure in In-Context Linear Regression Transformers
2025
Cited
0
Loss Landscape Degeneracy Drives Stagewise Development in Transformers
2024
Cited
11
Resume (English only)
Co-authors
15 total
Jesse Hoogland
Jesse Hoogland
Executive Director, Timaeus
Susan Wei
Susan Wei
Monash University
Daniel Murfet
Daniel Murfet
Timaeus (formerly University of Melbourne)
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Adam Gleave
Adam Gleave
CEO at FAR AI
Alessandro Abate
Alessandro Abate
Professor of Verification and Control, University of Oxford, UK
Co-author 8
Co-author 8