Expressiveness and Learning of Hidden Quantum Markov Models

Adhikary Sandesh
Adhikary Sandesh
Srinivasan Siddarth
Srinivasan Siddarth

AISTATS, pp. 4151-4161, 2019.

Cited by: 1|Views26
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Abstract:

Extending classical probabilistic reasoning using the quantum mechanical view of probability has been of recent interest, particularly in the development of hidden quantum Markov models (HQMMs) to model stochastic processes. However, there has been little progress in characterizing the expressiveness of such models and learning them fro...More

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