Compressed Sensing and Its Applications

Third International MATHEON Conference 2017

AvHolger Boche,Giuseppe Caire

Inbunden, Engelska, 2019

Del i serien Applied and Numerical Harmonic Analysis

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Beskrivning

The chapters in this volume highlight the state-of-the-art of compressed sensing and are based on talks given at the third international MATHEON conference on the same topic, held from December 4-8, 2017 at the Technical University in Berlin.

Produktinformation

Utgivningsdatum:2019-08-14
Mått:155 x 235 x 23 mm
Vikt:616 g
Format:Inbunden
Språk:Engelska
Serie:Applied and Numerical Harmonic Analysis
Antal sidor:295
Förlag:Birkhauser Verlag AG
ISBN:9783319730738

Utforska kategorier

Innehållsförteckning

An Introduction to Compressed Sensing.- Quantized Compressed Sensing: a Survey.- On reconstructing functions from binary measurements.- Classification scheme for binary data with extensions.- Generalization Error in Deep Learning.- Deep learning for trivial inverse problems.- Oracle inequalities for local and global empirical risk minimizers.- Median-Truncated Gradient Descent: A Robust and Scalable Nonconvex Approach for Signal Estimation.- Reconstruction Methods in THz Single-pixel Imaging.