Robert Noel Shorten

Full Professor, Imperial College London

Joined

May 2021

Names

Robert Noel Shorten (Preferred)

Emails

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

Personal Links

Google Scholar

Career & Education History

Full Professor

Imperial College London (imperial.ac.uk)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Smart Cities

2012 – 2021

Cyberphysical Systems & Automotive

1992 – 2021

Control Theory

1990 – 2021

Publications

Learning Network Dismantling Without Handcrafted Inputs
Haozhe Tian, Pietro Ferraro, Robert Noel Shorten, Mahdi Jalili, Homayoun Hamedmoghadam
- Proceedings of the AAAI Conference on Artificial Intelligence
- Readers: Everyone
Forecasting Solar Flares with the EVEREST Transformer
Antanas Žilinskas, Robert Noel Shorten, Jakub Marecek
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
Online Learning with Multiple Fairness Regularizers via Graph-Structured Feedback
Quan Zhou, Jakub Marecek, Robert Noel Shorten
- Accepted by TMLR
- Readers: Everyone
EVEREST: A Transformer for Probabilistic Rare-Event Anomaly Detection with Evidential and Tail-Aware Uncertainty
Antanas Žilinskas, Robert Noel Shorten, Jakub Marecek
- ICLR 2026 Poster
- Readers: Everyone
Stochastic Sample Approximations of (Local) Moduli of Continuity
Rodion Nazarov, Allen Gehret, Robert Noel Shorten, Jakub Marecek
- Submitted to ICLR 2026
- Readers: Everyone
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
Reinforcement Learning with Adaptive Regularization for Safe Control of Critical Systems
Haozhe Tian, Homayoun Hamedmoghadam, Robert Noel Shorten, Pietro Ferraro
- NeurIPS 2024 poster
- Readers: Everyone
Learning Time-Varying Convexifications of Multiple Fairness Measures
Quan Zhou, Jakub Marecek, Robert Noel Shorten
- Submitted to ICLR 2024
- Readers: Everyone