2 citations · 2 across the 3 of their papers we have counts for
3 papers
stat.ME2022★ 2 cited
An efficient tensor regression for high-dimensional data
Yuefeng Si, Yingying Zhang, Yuxi Cai +2
Most currently used tensor regression models for high-dimensional data are based on Tucker decomposition, which has good properties but loses its efficiency in compressing tensors…
cs.LG2021
A New Measure of Model Redundancy for Compressed Convolutional Neural Networks
Feiqing Huang, Yuefeng Si, Yao Zheng +1
While recently many designs have been proposed to improve the model efficiency of convolutional neural networks (CNNs) on a fixed resource budget, theoretical understanding of thes…
stat.ME2021
Quantile index regression
Yingying Zhang, Yuefeng Si, Guodong Li +1
Estimating the structures at high or low quantiles has become an important subject and attracted increasing attention across numerous fields. However, due to data sparsity at tails…