Quantum Techniques in Machine Learning

Details for Mark Wilde

Affiliation: Cornell University

Author in the following contributions

• Canonical quantization of neurons
• Quantum principal component analysis without eigenvector recovery
• Fundamentals of quantum Boltzmann machine learning with visible and hidden units
• Quantum Spectral Anomaly Detection
• Performance Guarantees for Quantum Neural Estimation of Entropies