Learning Hidden Quantum Markov Models

Siddarth Srinivasan, Geoffrey J. Gordon, Byron Boots

Abstract: Hidden Quantum Markov Models (HQMMs) can be thought of as quantum probabilistic graphical models that can model sequential data. We extend previous work on HQMMs with three contributions: (1) we sh...