8 citations · 25 across the 11 of their papers we have counts for
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cs.LG2022★ 8 cited
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network
Siqi Liang, Yan Sun, Faming Liang
Sufficient dimension reduction is a powerful tool to extract core information hidden in the high-dimensional data and has potentially many important applications in machine learnin…
stat.ML2022
A Kernel-Expanded Stochastic Neural Network
Yan Sun, Faming Liang
The deep neural network suffers from many fundamental issues in machine learning. For example, it often gets trapped into a local minimum in training, and its prediction uncertaint…