Efficient Multidimensional Functional Data Analysis Using Marginal Product Basis Systems

1 code implementation • 30 Jul 2021 • William Consagra, Arun Venkataraman, Xing Qiu

Most of the traditional techniques from functional data analysis are plagued by the curse of dimensionality and quickly become intractable as the dimension of the domain increases.

Dimensionality Reduction Tensor Decomposition