Shi Chen

Orcid: 0000-0003-0556-3542

Affiliations:

University of Wisconsin-Madison, Department of Mathematics, Madison, WI, USA

According to our database¹, Shi Chen authored at least 15 papers between 2020 and 2024.

Collaborative distances:

Dijkstra number² of three.
Erdős number³ of four.

Timeline

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PhD thesis

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Bibliography

2024

Bayesian sampling using interacting particles.

[BibT_eX]

[DOI]

Shi Chen

Zhiyan Ding

Qin Li

CoRR, 2024

A Good Score Does not Lead to A Good Generative Model.

[BibT_eX]

[DOI]

Sixu Li

Shi Chen

Qin Li

CoRR, 2024

2023

High-Frequency Limit of the Inverse Scattering Problem: Asymptotic Convergence from Inverse Helmholtz to Inverse Liouville.

[BibT_eX]

[DOI]

Shi Chen

Zhiyan Ding

Qin Li

Leonardo Zepeda-Núñez

SIAM J. Imaging Sci., March, 2023

Accelerating optimization over the space of probability measures.

[BibT_eX]

[DOI]

CoRR, 2023

Correcting auto-differentiation in neural-ODE training.

[BibT_eX]

[DOI]

CoRR, 2023

On optimal bases for multiscale PDEs and Bayesian homogenization.

[BibT_eX]

[DOI]

CoRR, 2023

Learning Harmonic Molecular Representations on Riemannian Manifold.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Manifold Learning and Nonlinear Homogenization.

[BibT_eX]

[DOI]

Multiscale Model. Simul., September, 2022

Overparameterization of Deep ResNet: Zero Loss and Mean-field Analysis.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

2021

Classical limit for the varying-mass Schrödinger equation with random inhomogeneities.

[BibT_eX]

[DOI]

Shi Chen

Qin Li

Xu Yang

J. Comput. Phys., 2021

Low-rank approximation for multiscale PDEs.

[BibT_eX]

[DOI]

CoRR, 2021

A reduced order Schwarz method for nonlinear multiscale elliptic equations based on two-layer neural networks.

[BibT_eX]

[DOI]

CoRR, 2021

On the Global Convergence of Gradient Descent for multi-layer ResNets in the mean-field regime.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Semi-classical limit of an inverse problem for the Schrödinger equation.

[BibT_eX]

[DOI]

Shi Chen

Qin Li

CoRR, 2020

Semi-classical limit for the varying-mass Schrödinger equation with random inhomogeneities.

[BibT_eX]

[DOI]

Shi Chen

Qin Li

Xu Yang

CoRR, 2020

Shi Chen

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