Compressed Sensing and Its Applications: Third International Matheon Conference 2017

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.

• Format: Hardcover
• Language: English
• ISBN: 3319730738
• ISBN13: 9783319730738
• Release Date: August 2019
• Publisher: Birkhauser
• Length: 295 Pages
• Weight: 1.36 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"