Scholar
Simon Caton
Google Scholar ID: yr8skEQAAAAJ
University College Dublin
Fairness
Machine Learning
Quantum Machine Learning
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Citations & Impact
All-time
Citations
4,161
H-index
21
i10-index
34
Publications
20
Co-authors
44
list available
Publications
5 items
Impact of Data Augmentation on Confidence Calibration in Melanoma Classification
2026
Cited
0
On Impact of Loss Function on the Performance of Neural Networks in Melanoma Diagnosis
2026
Cited
0
Adaptive Reinforcement Learning for Robust Open Quantum System Control: A Multi-Task Framework with Temporal Optimization
2026
Cited
0
Scalable Quantum Optimisation using HADOF: Hamiltonian Auto-Decomposition Optimisation Framework
2025
Cited
0
Exploring Quantum Control Landscape and Solution Space Complexity through Dimensionality Reduction&Optimization Algorithms
2025
Cited
0
Co-authors
8 total
Omer Rana
Cardiff University, UK
Kyle Chard
University of Chicago and Argonne National Laboratory
Christof Weinhardt
Professor for Information Systems, Karlsruhe Institute of Technology
Horacio González-Vélez
Cloud Competency Centre, National College of Ireland (ORCID: 0000-0003-0241-6053)
Daniel S. Katz
NCSA, CS, iSchool @ UIUC
Adriana E. Chis
National College of Ireland
Ryan Chard
Argonne National Laboratory
Ian T. Foster
University of Chicago and Argonne National Laboratory
