Geometric Prototype Learning in Quantum Hilbert Space with Matrix Product States

Kun Zhang, Lei Ding, Sheng-Chen Bai +4

Quantum probability provides a novel framework for formulating machine-learning (ML) problems in Hilbert space. We introduce a prototype-based learning scheme where class represent…