Tree tensor network classifiers for machine learning: from quantum-inspired to quantum-assisted

Michael L. Wall, Giuseppe D'Aguanno

We describe a quantum-assisted machine learning (QAML) method in which multivariate data is encoded into quantum states in a Hilbert space whose dimension is exponentially large in…