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Biographie et livres d'Houman Owhadi

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Houman Owhadi is Professor of Applied and Computational Mathematics and Control and Dynamical Systems in the Computing and Mathematical Sciences department at the California Institute of Technology. He is one of the main editors of the Handbook of Uncertainty Quantification (2016). His research interests concern the exploration of interplays between numerical approximation, statistical inference and learning from a game theoretic perspective, especially the facilitation/automation possibilities emerging from these interplays.
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Téléchargez le livre :  Kernel Mode Decomposition and the Programming of Kernels
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Kernel Mode Decomposition and the Programming of Kernels

Houman Owhadi , Clint Scovel , Gene Ryan Yoo


Springer

2022-01-01

PDF, ePub

This monograph demonstrates a new approach to the classical mode decomposition problem through nonlinear regression models, which achieve near-machine precision in the recovery of the modes. The presentation includes a review of generalized additive...

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