Compressed Sensing and Its Applications

Compressed Sensing and Its Applications

Third International MATHEON Conference 2017

Boche, Holger; Petersen, Philipp; Calderbank, Robert; Caire, Giuseppe; Kutyniok, Gitta; Mathar, Rudolf

Birkhauser Verlag AG

08/2019

295

Dura

Inglês

9783319730738

15 a 20 dias

641

Descrição não disponível.
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.
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Compressed sensing;Compressed sensing theory and applications;Compressed sensing book;Compressed sensing introduction;Compressed sensing 2019;Deep learning compressed sensing;Deep learning book;Machine learning;Quantized compressed sensing;Signal sensing book;Generalization error machine learning;MATHEON conference;information and communication, circuits