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quant-ph2022
Gibbs Sampling of Continuous Potentials on a Quantum Computer
Arsalan Motamedi, Pooya Ronagh
Gibbs sampling from continuous real-valued functions is a challenging problem of interest in machine learning. Here we leverage quantum Fourier transforms to build a quantum algori…
quant-ph2022
Non-convex Quadratic Programming Using Coherent Optical Networks
Farhad Khosravi, Ugur Yildiz, Artur Scherer +1
We investigate the possibility of solving continuous non-convex optimization problems using a network of interacting quantum optical oscillators. We propose a native encoding of co…