8 citations · 8 across the 2 of their papers we have counts for
2 papers
quant-ph2024
Time series generation for option pricing on quantum computers using tensor network
Nozomu Kobayashi, Yoshiyuki Suimon, Koichi Miyamoto
Finance, especially option pricing, is a promising industrial field that might benefit from quantum computing. While quantum algorithms for option pricing have been proposed, it is…
cs.LG2023★ 8 cited
The cross-sectional stock return predictions via quantum neural network and tensor network
Nozomu Kobayashi, Yoshiyuki Suimon, Koichi Miyamoto +1
In this paper, we investigate the application of quantum and quantum-inspired machine learning algorithms to stock return predictions. Specifically, we evaluate the performance of…