Part 1
Class schedule:
- November 08 at 10:00 am
- November 13 at 10:00 am
- November 15 at 10:00 am
- November 22 at 10:00 am
- November 23 at 02:00 pm
- Oggetto:
An Introduction to Kernel Methods: Theory and Applications
- Oggetto:
An Introduction to Kernel Methods: Theory and Applications
- Oggetto:
Academic year 2023/2024
- Teachers
- Roberto Cavoretto
Alessandra De Rossi - Year
- 1st year, 2nd year
- Teaching period
- Sept-Dec
- Type
- Basic
- Credits/Recognition
- 6
- Course disciplinary sector (SSD)
- MAT/08 - numerical analysis
- Delivery
- Formal authority
- Language
- English
- Attendance
- Obligatory
- Oggetto:
Sommario del corso
- Oggetto:
Program
The teaching aims to provide basic knowledge on kernel-based methods and code implementation in MATLAB/Python.
Content:
- Scattered data interpolation
- Kernel-based methods and radial basis functions
- Partition of unity methods
- Kernel-based methods for spherical interpolation
- Applications in numerical linear algebra, image and signal processing
Hours: 30 (15+15)
- Oggetto:
Course delivery
November - December 2023
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Part 2Class schedule:
- December 14 at 10:00 am
- December 18 at 3:30 pm
- December 19 at 10:00 am
- December 21 at 3:30 pm
- December 22 at 3:30 pm
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Suggested readings and bibliography
- Oggetto:
