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Yan Sun

Affiliations:
  • Purdue University, Department of Statistics, West Lafayette, IN, USA
  • University of Pennsylvania, Department of Biostatistics, PA, USA


According to our database1, Yan Sun authored at least 6 papers between 2018 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
A Kernel-Expanded Stochastic Neural Network.
[BibTeX]
[DOI]
Yan Sun
,
Faming Liang
CoRR, 2022

Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network.
[BibTeX]
[DOI]
Siqi Liang
,
Yan Sun
,
Faming Liang
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Consistent Sparse Deep Learning: Theory and Computation.
[BibTeX]
[DOI]
Yan Sun
,
Qifan Song
,
Faming Liang
CoRR, 2021

Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration.
[BibTeX]
[DOI]
Yan Sun
,
Wenjun Xiong
,
Faming Liang
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection.
[BibTeX]
[DOI]
Qifan Song
,
Yan Sun
,
Mao Ye
,
Faming Liang
CoRR, 2020

2018
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach.
[BibTeX]
[DOI]
Mao Ye
,
Yan Sun
Proceedings of the 35th International Conference on Machine Learning, 2018


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