3 papers
cs.LG2026
Constraint- and Score-Based Nonlinear Granger Causality Discovery with Kernels
Fiona Murphy, Alessio Benavoli
Kernel-based methods are used in the context of Granger Causality to enable the identification of nonlinear causal relationships between time series variables. In this paper, we sh…
quant-ph2026
Quantum Wiener architecture for quantum reservoir computing
Alessio Benavoli, Felix Binder
This work focuses on quantum reservoir computing and, in particular, on quantum Wiener architectures (qWiener), consisting of quantum linear dynamic networks with weak continuous m…
stat.ME2024
Gaussian Process with dissolution spline kernel
Fiona Murphy, Marina Navas Bachiller, Deirdre M. D'Arcy +1
In-vitro dissolution testing is a critical component in the quality control of manufactured drug products. The statistic is the standard for assessing similarity bet…