Search Results for author: Mingrui Jing

Found 2 papers, 1 papers with code

Virtual Quantum Markov Chains

no code implementations4 Dec 2023 Yu-Ao Chen, Chengkai Zhu, Keming He, Mingrui Jing, Xin Wang

In this work, we propose the concept of virtual quantum Markov chains (VQMCs), focusing on scenarios where subsystems retain classical information about global systems from measurement statistics.

Statistical Analysis of Quantum State Learning Process in Quantum Neural Networks

1 code implementation NeurIPS 2023 Hao-Kai Zhang, Chenghong Zhu, Mingrui Jing, Xin Wang

As a quantum analog of probability distribution learning, quantum state learning is theoretically and practically essential in quantum machine learning.

Quantum Machine Learning

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