Construction and Monte Carlo Estimation of Wavelet Frames Generated by a Reproducing Kernel

Abstract We introduce a construction of multiscale tight frames on general domains. The frame elements are obtained by spectral filtering of the integral operator associated with a reproducing kernel. Our construction extends classical wavelets as well as generalized wavelets on both...

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Bibliographic Details
Main Authors: De Vito, Ernesto, Kereta, Zeljko, Naumova, Valeriya, Rosasco, Lorenzo, Vigogna, Stefano
Other Authors: Center for Brains, Minds, and Machines
Format: Article
Language:English
Published: Springer US 2021
Online Access:https://hdl.handle.net/1721.1/136775