68 citations · 210 across the 41 of their papers we have counts for
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stat.ML2022★ 15 cited
Neural Networks for Scalar Input and Functional Output
Sidi Wu, Cédric Beaulac, Jiguo Cao
The regression of a functional response on a set of scalar predictors can be a challenging task, especially if there is a large number of predictors, or the relationship between th…
stat.ML2022
Functional Nonlinear Learning
Haixu Wang, Jiguo Cao
Using representations of functional data can be more convenient and beneficial in subsequent statistical models than direct observations. These representations, in a lower-dimensio…