40 citations · 57 across the 17 of their papers we have counts for
4 papers · 1 filter
Permutation-invariant quantum circuits
Maximilian Balthasar Mansky, Santiago Londoño Castillo, Victor Ramos Puigvert +1
The implementation of physical symmetries into problem descriptions allows for the reduction of parameters and computational complexity. We show the integration of the permutation…
Applying QNLP to sentiment analysis in finance
Jonas Stein, Ivo Christ, Nicolas Kraus +3
As an application domain where the slightest qualitative improvements can yield immense value, finance is a promising candidate for early quantum advantage. Focusing on the rapidly…
Weight Re-Mapping for Variational Quantum Algorithms
Michael Kölle, Alessandro Giovagnoli, Jonas Stein +5
Inspired by the remarkable success of artificial neural networks across a broad spectrum of AI tasks, variational quantum circuits (VQCs) have recently seen an upsurge in quantum m…
Decomposition Algorithm of an Arbitrary Pauli Exponential through a Quantum Circuit
Maximilian Balthasar Mansky, Victor Ramos Puigvert, Santiago Londoño Castillo +1
We review the staircase algorithm to decompose the exponential of a generalized Pauli matrix and we propose two alternative recursive methods which offer more efficient quantum cir…