Positive definite kernels applied to probability and statistics: MMD, HSIC and poi...
Positive definite kernels applied to probability and statistics: MMD, HSIC and poi...
Advanced search
Applications of positive definite kernels in probability
Full text
| |
| Author(s): |
Pedro Dragone Latini
Total Authors: 1
|
| Document type: | Master's Dissertation |
| Press: | Campinas, SP. |
| Institution: | Universidade Estadual de Campinas (UNICAMP). Instituto de Matemática, Estatística e Ciência da Computação |
| Defense date: | 2024-07-24 |
| Examining board members: |
Paulo Regis Caron Ruffino;
Sahibzada Waleed Noor;
Thaís Jordão
|
| Advisor: | Paulo Regis Caron Ruffino |
| Abstract | |
In this master's thesis, we study recent results in the literature involving the relationship between positive definite kernels and probabilistic concepts, among which we highlight the metrics defined on the space of all Borel probability measures in a given topological space (AU) | |
| FAPESP's process: | 23/14442-7 - Applications of positive definite kernels in probability |
| Grantee: | Pedro Dragone Latini |
| Support Opportunities: | Scholarships in Brazil - Master |