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quant-ph2021★ 1 cited
Learning Circular Hidden Quantum Markov Models: A Tensor Network Approach
Mohammad Ali Javidian, Vaneet Aggarwal, Zubin Jacob
In this paper, we propose circular Hidden Quantum Markov Models (c-HQMMs), which can be applied for modeling temporal data in quantum datasets (with classical datasets as a special…
quant-ph2021★ 1 cited
Quantum causal inference in the presence of hidden common causes: An entropic approach
Mohammad Ali Javidian, Vaneet Aggarwal, Zubin Jacob
Quantum causality is an emerging field of study which has the potential to greatly advance our understanding of quantum systems. In this paper, we put forth a theoretical framework…