43 citations · 78 across the 6 of their papers we have counts for
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stat.ME2022
Quasi-Newton Sequential Monte Carlo
Samuel Duffield, Sumeetpal S. Singh
Sequential Monte Carlo samplers represent a compelling approach to posterior inference in Bayesian models, due to being parallelisable and providing an unbiased estimate of the pos…
quant-ph2022★ 10 cited
Bayesian Learning of Parameterised Quantum Circuits
Samuel Duffield, Marcello Benedetti, Matthias Rosenkranz
Currently available quantum computers suffer from constraints including hardware noise and a limited number of qubits. As such, variational quantum algorithms that utilise a classi…