236 citations · 236 across the 3 of their papers we have counts for
4 papers
Quantum Computing for Financial Mathematics
Antoine Jacquier, Oleksiy Kondratyev, Gordon Lee +1
Quantum computing has recently appeared in the headlines of many scientific and popular publications. In the context of quantitative finance, we provide here an overview of its pot…
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs
Michael Niemeyer, Jonathan T. Barron, Ben Mildenhall +3
Neural Radiance Fields (NeRF) have emerged as a powerful representation for the task of novel view synthesis due to their simplicity and state-of-the-art performance. Though NeRF c…
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…
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…