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Shen, Guohao
3 publications
ICML
2024
Exploring the Complexity of Deep Neural Networks Through Functional Equivalence
Guohao Shen
JMLR
2024
Nonparametric Estimation of Non-Crossing Quantile Regression Process with Deep ReQU Neural Networks
Guohao Shen
,
Yuling Jiao
,
Yuanyuan Lin
,
Joel L. Horowitz
,
Jian Huang
NeurIPS
2022
Approximation with CNNs in Sobolev Space: With Applications to Classification
Guohao Shen
,
Yuling Jiao
,
Yuanyuan Lin
,
Jian Huang