21 citations · 25 across the 6 of their papers we have counts for
7 papers
Operationalising Extended Cognition: Formal Metrics for Corporate Knowledge and Legal Accountability
Elija Perrier
Corporate responsibility turns on notions of corporate \textit{mens rea}, traditionally imputed from human agents. Yet these assumptions are under challenge as generative AI increa…
K-P Quantum Neural Networks
Elija Perrier
We present an extension of K-P time-optimal quantum control solutions using global Cartan decompositions for geodesic-based solutions. Extending recent time-optimal constant-…
Quantum Geometric Machine Learning
Elija Perrier
The use of geometric and symmetry techniques in quantum and classical information processing has a long tradition across the physical sciences as a means of theoretical discovery a…
Ethical Quantum Computing: A Roadmap
Elija Perrier
Quantum information technologies, covering quantum computing, quantum communication and quantum sensing, are among the most significant technologies to emerge in recent decades, of…
Quantum Fair Machine Learning
Elija Perrier
In this paper, we inaugurate the field of quantum fair machine learning. We undertake a comparative analysis of differences and similarities between classical and quantum fair mach…
Computability, Complexity, Consistency and Controllability: A Four C's Framework for cross-disciplinary Ethical Algorithm Research
Elija Perrier
The ethical consequences of, constraints upon and regulation of algorithms arguably represent the defining challenges of our age, asking us to reckon with the rise of computational…
Quantum Geometric Machine Learning for Quantum Circuits and Control
Elija Perrier, Christopher Ferrie, Dacheng Tao
The application of machine learning techniques to solve problems in quantum control together with established geometric methods for solving optimisation problems leads naturally to…