2 papers
quant-ph2024
Learning Parameterized Quantum Circuits with Quantum Gradient
Keren Li, Yuanfeng Wang, Pan Gao +1
Parameterized quantum circuits (PQCs) are crucial for quantum machine learning and circuit synthesis, enabling the practical implementation of complex quantum tasks. However, PQC l…
stat.ML2011
Efficient Latent Variable Graphical Model Selection via Split Bregman Method
Gui-Bo Ye, Yuanfeng Wang, Yifei Chen +1
We consider the problem of covariance matrix estimation in the presence of latent variables. Under suitable conditions, it is possible to learn the marginal covariance matrix of th…