2 papers
quant-ph2021
A Quantum Generative Adversarial Network for distributions
Amine Assouel, Antoine Jacquier, Alexei Kondratyev
Generative Adversarial Networks are becoming a fundamental tool in Machine Learning, in particular in the context of improving the stability of deep neural networks. At the same ti…
quant-ph2018
Reverse Quantum Annealing Approach to Portfolio Optimization Problems
Davide Venturelli, Alexei Kondratyev
We investigate a hybrid quantum-classical solution method to the mean-variance portfolio optimization problems. Starting from real financial data statistics and following the princ…