Quantum Techniques in Machine Learning

Details for Nana Liu

Title: Prof.

Affiliation: Shanghai Jiao Tong University

Author in the following contributions

• Canonical quantization of neurons
• Quantum thermodynamics and semidefinite optimization: Boltzmann, Fermi-Dirac, and Bose-Einstein frameworks
• Quantum principal component analysis without eigenvector recovery
• Quantum Framework for Simulating Linear PDEs with Robin Boundary Conditions
• Quantum Spectral Anomaly Detection