41 citations · 73 across the 14 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
quant-ph2023★ 1 cited
Interpolating Parametrized Quantum Circuits using Blackbox Queries
Lars Simon, Holger Eble, Hagen-Henrik Kowalski +1
This article focuses on developing classical surrogates for parametrized quantum circuits using interpolation via (trigonometric) polynomials. We develop two algorithms for the con…
cs.LG2023★ 1 cited
Algorithms for the Training of Neural Support Vector Machines
Lars Simon, Manuel Radons
Neural support vector machines (NSVMs) allow for the incorporation of domain knowledge in the design of the model architecture. In this article we introduce a set of training algor…
quant-ph2023
On Neural Quantum Support Vector Machines
Lars Simon, Manuel Radons
In \cite{simon2023algorithms} we introduced four algorithms for the training of neural support vector machines (NSVMs) and demonstrated their feasibility. In this note we introduce…