Applications of Shallow Neural Networks part3(Machine Learning)
1. Learning Single-Index Models with Shallow Neural Networks(arXiv) Author : lberto Bietti, Joan Bruna, Clayton Sanford, Min Jae Song Abstract : Single-index models are a class of functions given by an unknown univariate ``link’’ function applied to an unknown one-dimensional projection of the input. These models are particularly relevant in…
Applications of Shallow Neural Networks part3(Machine Learning) 1. Learning Single-Index Models with Shallow Neural Networks(arXiv) Author : lberto Bietti, Joan Bruna, Clayton Sanford, Min Jae Song Abstract : Single-index models are a class of functions given by an unknown univariate ``link’’ function applied to an unknown one-dimensional projection of the input. These models are particularly relevant in… deep-learning
Applications Shallow Neural Networks part3Machine Learning 1 Learning SingleIndex Models Shallow Neural NetworksarXiv Author lberto Bietti Joan Bruna Clayton Sanford Min Jae Song Abstract Singleindex model class function given unknown univariate link’’ function applied unknown onedimensional projection input model particularly relevant in… deeplearning