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Yan Sun 0011

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

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2020 – today

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2022
[c3]
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Siqi Liang, Yan Sun, Faming Liang:
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network. NeurIPS 2022
[i5]
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  - journals/corr/abs-2201-05319
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Yan Sun, Faming Liang:
A Kernel-Expanded Stochastic Neural Network. CoRR abs/2201.05319 (2022)
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  - journals/corr/abs-2210-04349
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Siqi Liang, Yan Sun, Faming Liang:
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network. CoRR abs/2210.04349 (2022)
2021
[c2]
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Yan Sun, Wenjun Xiong, Faming Liang:
Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration. NeurIPS 2021: 22301-22312
[i3]
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Yan Sun, Qifan Song, Faming Liang:
Consistent Sparse Deep Learning: Theory and Computation. CoRR abs/2102.13229 (2021)
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Yan Sun, Wenjun Xiong, Faming Liang:
Sparse Deep Learning: A New Framework Immune to Local Traps and Miscalibration. CoRR abs/2110.00653 (2021)
2020
[i1]
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  - journals/corr/abs-2002-02919
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Qifan Song, Yan Sun, Mao Ye, Faming Liang:
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection. CoRR abs/2002.02919 (2020)

2010 – 2019

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2018
[c1]
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Mao Ye, Yan Sun:
Variable Selection via Penalized Neural Network: a Drop-Out-One Loss Approach. ICML 2018: 5616-5625

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