Search Results for author: Hao-Kai Zhang

Found 3 papers, 1 papers with code

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

Mitigating barren plateaus of variational quantum eigensolvers

no code implementations26 May 2022 Xia Liu, Geng Liu, Jiaxin Huang, Hao-Kai Zhang, Xin Wang

Variational quantum algorithms (VQAs) are expected to establish valuable applications on near-term quantum computers.

Fundamental limitations on optimization in variational quantum algorithms

no code implementations10 May 2022 Hao-Kai Zhang, Chengkai Zhu, Geng Liu, Xin Wang

Exploring quantum applications of near-term quantum devices is a rapidly growing field of quantum information science with both theoretical and practical interests.

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