108 citations · 223 across the 11 of their papers we have counts for
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quant-ph2021★ 13 cited
Quantum algorithm for stochastic optimal stopping problems with applications in finance
João F. Doriguello, Alessandro Luongo, Jinge Bao +2
The famous least squares Monte Carlo (LSM) algorithm combines linear least square regression with Monte Carlo simulation to approximately solve problems in stochastic optimal stopp…
quant-ph2021★ 11 cited
Quantum algorithms for SVD-based data representation and analysis
Armando Bellante, Alessandro Luongo, Stefano Zanero
This paper narrows the gap between previous literature on quantum linear algebra and practical data analysis on a quantum computer, formalizing quantum procedures that speed-up the…