Search Results for author: Gene Ryan Yoo

Found 3 papers, 3 papers with code

Kernel Mode Decomposition and programmable/interpretable regression networks

1 code implementation19 Jul 2019 Houman Owhadi, Clint Scovel, Gene Ryan Yoo

Mode decomposition is a prototypical pattern recognition problem that can be addressed from the (a priori distinct) perspectives of numerical approximation, statistical inference and deep learning.

GPR regression

Kernel Flows: from learning kernels from data into the abyss

1 code implementation13 Aug 2018 Houman Owhadi, Gene Ryan Yoo

Kriging offers a solution to this problem based on the prior specification of a kernel.

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