Roderick Murray-Smith

Professor, Computing Science, University of Glasgow

Joined

September 2018

Names

Emails

****@dcs.gla.ac.uk (Confirmed)

****@glasgow.ac.uk (Confirmed)

Personal Links

Career & Education History

Professor

Computing Science, University of Glasgow (gla.ac.uk)

1999 – Present

Postdoc

Technical University of Denmark (dtu.dk)

1997 – 1999

Research Engineer

Daimler-Benz Research (daimlerbenz.com)

1990 – 1997

Advisors, Relations & Conflicts

PhD Advisor

Douglas MacGregor

1986 – 1990

Expertise

Active inference

2023 – Present

Human computer interaction

2004 – Present

Gaussian process priors

1995 – Present

Machine learning

1989 – Present

Publications

Hysteresis-based supervisory control with application to non-pharmaceutical containment of COVID-19
Michelangelo Bin, Emanuele Crisostomi, Pietro Ferraro, Roderick Murray-Smith, Thomas Parisini, Robert Noel Shorten, Sebastian Stein
- Annual reviews in control
- Readers: Everyone
Post-lockdown abatement of COVID-19 by fast periodic switching
Michelangelo Bin, Peter YK Cheung, Emanuele Crisostomi, Pietro Ferraro, Hugo Lhachemi, Roderick Murray-Smith, Connor Myant, Thomas Parisini, Robert Noel Shorten, Sebastian Stein, Lewi Stone
- PLoS Computational Biology
- Readers: Everyone
Generative Fractional Diffusion Models
Gabriel Nobis, Maximilian Springenberg, Marco Aversa, Michael Detzel, Rembert Daems, Roderick Murray-Smith, Shinichi Nakajima, Sebastian Lapuschkin, Stefano Ermon, Tolga Birdal, Manfred Opper, Christoph Knochenhauer, Luis Oala, Wojciech Samek
- 2nd SPIGM @ ICML Poster
- Readers: Everyone
Generative Fractional Diffusion Models
Gabriel Nobis, Maximilian Springenberg, Marco Aversa, Michael Detzel, Rembert Daems, Roderick Murray-Smith, Shinichi Nakajima, Sebastian Lapuschkin, Stefano Ermon, Tolga Birdal, Manfred Opper, Christoph Knochenhauer, Luis Oala, Wojciech Samek
- NeurIPS 2024 poster
- Readers: Everyone
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation Models.
Athanasios Tragakis, Marco Aversa, Chaitanya Kaul, Roderick Murray-Smith, Daniele Faccio
- NeurIPS 2024 poster
- Readers: Everyone
DiffInfinite: Large Mask-Image Synthesis via Parallel Random Patch Diffusion in Histopathology
Marco Aversa, Gabriel Nobis, Miriam Hägele, Kai Standvoss, Mihaela Chirica, Roderick Murray-Smith, Ahmed Alaa, Lukas Ruff, Daniela Ivanova, Wojciech Samek, Frederick Klauschen, Bruno Sanguinetti, Luis Oala
- NeurIPS 2023 Datasets and Benchmarks Spotlight
- Readers: Everyone
Data Models for Dataset Drift Controls in Machine Learning With Optical Images
Luis Oala, Marco Aversa, Gabriel Nobis, Kurt Willis, Yoan Neuenschwander, Michèle Buck, Christian Matek, Jerome Extermann, Enrico Pomarico, Wojciech Samek, Roderick Murray-Smith, Christoph Clausen, Bruno Sanguinetti
- Differentiable Almost Everything
- Readers: Everyone
Subgraph Permutation Equivariant Networks
Joshua Mitton, Roderick Murray-Smith
- Accepted by TMLR
- Readers: Everyone
Data Models for Dataset Drift Controls in Machine Learning With Optical Images
Luis Oala, Marco Aversa, Gabriel Nobis, Kurt Willis, Yoan Neuenschwander, Michèle Buck, Christian Matek, Jerome Extermann, Enrico Pomarico, Wojciech Samek, Roderick Murray-Smith, Christoph Clausen, Bruno Sanguinetti
- Accepted by TMLR
- Readers: Everyone
Bessel Equivariant Networks for Inversion of Transmission Effects in Multi-Mode Optical Fibres
Joshua Mitton, Simon Peter Mekhail, Miles Padgett, Daniele Faccio, Marco Aversa, Roderick Murray-Smith
- Published: 31 Oct 2022, Last Modified: 14 Jan 2023
- NeurIPS 2022 Accept
- Readers: Everyone

View all 30 publications

Co-Authors

View all 93 co-authors