Harmonic and Applied Analysis by Filippo De Mari
Deep connections exist between harmonic and applied analysis and the diverse yet connected topics of machine learning, data analysis, and imaging science. This volume explores these rapidly growing areas and features contributions presented at the second and third editions of the Summer Schools on Applied Harmonic Analysis, held at the University of Genova in 2017 and 2019. Each chapter offers an introduction to essential material and then demonstrates connections to more advanced research, with the aim of providing an accessible entrance for students and researchers. Topics covered include ill-posed problems; concentration inequalities; regularization and large-scale machine learning; unitarization of the radon transform on symmetric spaces; and proximal gradient methods for machine learning and imaging.-
Fourier Analysis and Convexity
-
Explorations in the Mathematics of Data Science
-
Generalized Multiresolution Analyses
-
Sampling, Frames, and Harmonic Analysis
-
Metrics, Norms, Inner Products, and Operator Theory
-
Recent Advances in Approximation and Potential Theory
-
Sampling: Theory and Applications
-
The XFT Quadrature in Discrete Fourier Analysis
-
The Mathematical Heritage of Guido Weiss
-
Theoretical Physics, Wavelets, Analysis, Genomics
-
Wavelet Transforms and Time-Frequency Signal Analysis
-
Realtime Data Mining
-
Computational Methods for Three-Dimensional Microscopy Reconstruction
-
Lectures on Constructive Approximation
-
Distributions in the Physical and Engineering Sciences, Volume 2
-
An Introduction to Wavelet Analysis
-
Wavelets Through a Looking Glass
-
Sampling, Wavelets, and Tomography
-
Landscapes of Time-Frequency Analysis
-
Mathematical Image Processing
-
Discrete Tomography
-
Compressed Sensing and Its Applications
-
Methods of Fourier Analysis and Approximation Theory
-
New Perspectives on Approximation and Sampling Theory
-
Analysis of Divergence
-
Time-Frequency Representations
-
Recent Advances in Mathematics and Technology
-
Modulation Spaces
-
Geometry of Digital Spaces
-
Distributions in the Physical and Engineering Sciences
-
Functions of Bounded Variation and Their Fourier Transforms
-
Distributions in the Physical and Engineering Sciences, Volume 3
-
Multiscale Potential Theory
-
Computational Signal Processing with Wavelets
-
Sampling, Approximation, and Signal Analysis
-
Adventures in Graph Theory
| SKU | Unavailable |
| ISBN 13 | 9783030866662 |
| ISBN 10 | 3030866661 |
| Title | Harmonic and Applied Analysis |
| Author | Filippo De Mari |
| Series | Applied And Numerical Harmonic Analysis |
| Condition | Unavailable |
| Binding Type | Paperback |
| Publisher | Springer Nature Switzerland AG |
| Year published | 2022-12-15 |
| Number of pages | 302 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |