15 citations · 31 across the 7 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.ML2020★ 2 cited
FuncNN: An R Package to Fit Deep Neural Networks Using Generalized Input Spaces
Barinder Thind, Sidi Wu, Richard Groenewald +1
Neural networks have excelled at regression and classification problems when the input space consists of scalar variables. As a result of this proficiency, several popular packages…