Matthew Farrugia-Roberts

13 papers A* 2Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Stagewise Reinforcement Learning and the Geometry of the Regret Landscape.
CoRR
Chris Elliott, Einar Urdshals, David Quarel, Matthew Farrugia-Roberts, Daniel Murfet
2025 J jnl
Dynamics of Transient Structure in In-Context Linear Regression Transformers.
CoRR
Liam Carroll, Jesse Hoogland, Matthew Farrugia-Roberts, Daniel Murfet
2025 J jnl
Loss Landscape Degeneracy and Stagewise Development in Transformers.
Trans. Mach. Learn. Res.
Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
2025 J jnl
Mitigating Goal Misgeneralization via Minimax Regret.
CoRR
Karim Abdel Sadek, Matthew Farrugia-Roberts, Usman Anwar, Hannah Erlebach, Christian A. Schröder de Witt, David Krueger, Michael Dennis
2025 J jnl
You Are What You Eat - AI Alignment Requires Understanding How Data Shapes Structure and Generalisation.
CoRR
Simon Pepin Lehalleur, Jesse Hoogland, Matthew Farrugia-Roberts, Susan Wei, Alexander Gietelink Oldenziel, George Wang, Liam Carroll, Daniel Murfet
2024 J jnl
The Developmental Landscape of In-Context Learning.
CoRR
Jesse Hoogland, George Wang, Matthew Farrugia-Roberts, Liam Carroll, Susan Wei, Daniel Murfet
2023 J jnl
Computational Complexity of Detecting Proximity to Losslessly Compressible Neural Network Parameters.
CoRR
Matthew Farrugia-Roberts
2023 A* conf
Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks.
NeurIPS
Matthew Farrugia-Roberts
2023 J jnl
Functional Equivalence and Path Connectivity of Reducible Hyperbolic Tangent Networks.
CoRR
Matthew Farrugia-Roberts
2023 A* conf
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning.
ICML
Joar Max Viktor Skalse, Matthew Farrugia-Roberts, Stuart Russell, Alessandro Abate, Adam Gleave
2022 J jnl
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning.
CoRR
Joar Skalse, Matthew Farrugia-Roberts, Stuart Russell, Alessandro Abate, Adam Gleave
2022 — conf
Programming to Learn: Logic and Computation from a Programming Perspective.
ITiCSE (1)
Matthew Farrugia-Roberts, Bryn Jeffries, Harald Søndergaard
2022 — conf
Teaching Simple Constructive Proofs with Haskell Programs.
TFPIE
Matthew Farrugia-Roberts, Bryn Jeffries, Harald Søndergaard