Harmonic and Applied Analysis - Applied and Numerical Harmonic Analysis
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5

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Published By Springer International Publishing

9783030866631, 9783030866648

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Proximal Gradient Methods for Machine Learning and Imaging

Harmonic and Applied Analysis - Applied and Numerical Harmonic Analysis ◽

10.1007/978-3-030-86664-8_4 ◽

2021 ◽

pp. 149-244

Author(s):

Saverio Salzo ◽

Silvia Villa

Keyword(s):

Machine Learning ◽

Gradient Methods

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Ill-Posed Problems: From Linear to Nonlinear and Beyond

Harmonic and Applied Analysis - Applied and Numerical Harmonic Analysis ◽

10.1007/978-3-030-86664-8_3 ◽

2021 ◽

pp. 101-148

Author(s):

Rima Alaifari

Keyword(s):

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Entropy and Concentration

Harmonic and Applied Analysis - Applied and Numerical Harmonic Analysis ◽

10.1007/978-3-030-86664-8_2 ◽

2021 ◽

pp. 55-100

Author(s):

Andreas Maurer

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Regularization: From Inverse Problems to Large-Scale Machine Learning

Harmonic and Applied Analysis - Applied and Numerical Harmonic Analysis ◽

10.1007/978-3-030-86664-8_5 ◽

2021 ◽

pp. 245-296

Author(s):

Ernesto De Vito ◽

Lorenzo Rosasco ◽

Alessandro Rudi

Keyword(s):

Machine Learning ◽

Inverse Problems ◽

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Unitarization of the Horocyclic Radon Transform on Symmetric Spaces

Harmonic and Applied Analysis - Applied and Numerical Harmonic Analysis ◽

10.1007/978-3-030-86664-8_1 ◽

2021 ◽

pp. 1-54

Author(s):

Francesca Bartolucci ◽

Filippo De Mari ◽

Matteo Monti

Keyword(s):

Radon Transform ◽

Symmetric Spaces

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