41 citations · 42 across the 2 of their papers we have counts for
2 papers
stat.ML2020★ 1 cited
Neural Networks as Functional Classifiers
Barinder Thind, Kevin Multani, Jiguo Cao
In recent years, there has been considerable innovation in the world of predictive methodologies. This is evident by the relative domination of machine learning approaches in vario…
stat.ML2020★ 41 cited
Deep Learning with Functional Inputs
Barinder Thind, Kevin Multani, Jiguo Cao
We present a methodology for integrating functional data into deep densely connected feed-forward neural networks. The model is defined for scalar responses with multiple functiona…