8 citations · 8 across the 1 of their papers we have counts for
3 papers
Quantum computational finance: martingale asset pricing for incomplete markets
Patrick Rebentrost, Alessandro Luongo, Samuel Bosch +1
A derivative is a financial security whose value is a function of underlying traded assets and market outcomes. Pricing a financial derivative involves setting up a market model, f…
Quantum Expectation-Maximization for Gaussian Mixture Models
Iordanis Kerenidis, Alessandro Luongo, Anupam Prakash
The Expectation-Maximization (EM) algorithm is a fundamental tool in unsupervised machine learning. It is often used as an efficient way to solve Maximum Likelihood (ML) estimation…
Quantum classification of the MNIST dataset with Slow Feature Analysis
Iordanis Kerenidis, Alessandro Luongo
Quantum machine learning carries the promise to revolutionize information and communication technologies. While a number of quantum algorithms with potential exponential speedups h…