2 papers
quant-ph2025
Quantum State Preparation for Probability Distributions with Reflection Symmetry Using Matrix Product States
Yuichi Sano, Ikko Hamamura
Quantum circuits for loading probability distributions into quantum states are essential subroutines in quantum algorithms used in physics, finance engineering, and machine learnin…
quant-ph2025
The State Preparation of Multivariate Normal Distributions using Tree Tensor Network
Hidetaka Manabe, Yuichi Sano
The quantum state preparation of probability distributions is an important subroutine for many quantum algorithms. When embedding -dimensional multivariate probability distribut…