18 citations · 22 across the 2 of their papers we have counts for
3 papers
quant-ph2022★ 18 cited
A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers
Xuchen You, Shouvanik Chakrabarti, Xiaodi Wu
The Variational Quantum Eigensolver (VQE) is a promising candidate for quantum applications on near-term Noisy Intermediate-Scale Quantum (NISQ) computers. Despite a lot of empiric…
quant-ph2021★ 4 cited
Exponentially Many Local Minima in Quantum Neural Networks
Xuchen You, Xiaodi Wu
Quantum Neural Networks (QNNs), or the so-called variational quantum circuits, are important quantum applications both because of their similar promises as classical neural network…
cs.LG2019
On Second-Order Group Influence Functions for Black-Box Predictions
Samyadeep Basu, Xuchen You, Soheil Feizi
With the rapid adoption of machine learning systems in sensitive applications, there is an increasing need to make black-box models explainable. Often we want to identify an influe…