Xuchen You

According to our database, Xuchen You authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Optimization Problems in Quantum Machine Learning.

Xuchen You

PhD thesis, 2023

Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels.

Xuchen You, Shouvanik Chakrabarti, Boyang Chen, Xiaodi Wu

Proceedings of the International Conference on Machine Learning, 2023

2022

A Convergence Theory for Over-parameterized Variational Quantum Eigensolvers.

Xuchen You, Shouvanik Chakrabarti, Xiaodi Wu

CoRR, 2022

2021

Exponentially Many Local Minima in Quantum Neural Networks.

Xuchen You, Xiaodi Wu

Proceedings of the 38th International Conference on Machine Learning, 2021

ICCAD Special Session Paper: Quantum Variational Methods for Quantum Applications.

Shouvanik Chakrabarti, Xuchen You, Xiaodi Wu

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Quantum Exploration Algorithms for Multi-Armed Bandits.

Daochen Wang, Xuchen You, Tongyang Li, Andrew M. Childs

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

On Second-Order Group Influence Functions for Black-Box Predictions.

Samyadeep Basu, Xuchen You, Soheil Feizi

Proceedings of the 37th International Conference on Machine Learning, 2020