Compressed Sensing and Its Applications : Third International MATHEON Conference 2017 /: Third International MATHEON Conference 2017. (2019)

• Record Type: Book
• Further Information: Note: Holger Boche, Giuseppe Caire, Robert Calderbank, Gitta Kutyniok, Rudolf Mathar, Philipp Petersen.
• Editors: Boche, Holger; Caire, Giuseppe; Calderbank, Robert; Kutyniok, Gitta; Mathar, Rudolf; Petersen, Philipp
• Contents: 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.
• Publisher Details: Cham : Birkhäuser
• Publication Date: 2019
• Copyright Date: 2019
• Extent: 1 online resource (295 pages)
• Subjects: Mathematics; Fourier analysis; Machine learning; Mathematics -- Mathematical Analysis; Mathematics -- Applied; Computers -- Intelligence (AI) & Semantics; Technology & Engineering -- Electronics -- General; Functional analysis & transforms; Mathematical modelling; Machine learning; Imaging systems & technology; Applied mathematics
• Languages: English
• ISBNs: 9783319730745
• Related ISBNs: 9783319730738
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.