3 citations · 4 across the 4 of their papers we have counts for
4 papers
Asymptotics for Frequency Redundancies in Quantum Machine Learning Models
Felix Paul, Bhilahari Jeevanesan, Peter Jung
The redundancy distribution of the frequency spectrum has been shown in the literature to impact the expressivity and trainability of Quantum Fourier Models (QFMs). In this work, w…
Curve fitting on a quantum annealer for an advanced navigation method
Philipp Isserstedt, Daniel Jaroszewski, Wolfgang Mergenthaler +2
We explore the applicability of quantum annealing to the approximation task of curve fitting. To this end, we consider a function that shall approximate a given set of data points…
Clever Design, Unexpected Obstacles: Insights on Implementing a Quantum Boltzmann Machine
Felix Paul, Michael Falkenthal, Sebastian Feld
We have implemented a gated-based quantum version of a restricted Boltzmann machine for approximating the ground state of a Pauli-decomposed qubit Hamiltonian. During the implement…
Half-BPS half-BPS twist two at four loops in N=4 SYM
Burkhard Eden, Felix Paul
We consider a double OPE limit of the planar four-point function of stress tensor multiplets in N = 4 SYM theory. Loop integrands for this correlator have been constructed to very…