Rough paths, kernels, differential equations and an algebra of functions on streams
<p>This thesis is organised in the following four chapters. Appendix A provides asummary of rough path theory.</p> <p>Chapter 1: Recently, there has been an increased interest in the development of kernel methods for learning with sequential data.The signature kernel is a learning...
Yazar: | Salvi, C |
---|---|
Diğer Yazarlar: | Lyons, T |
Materyal Türü: | Tez |
Dil: | English |
Baskı/Yayın Bilgisi: |
2021
|
Konular: |
Benzer Materyaller
-
Lipschitz functions on unparameterised rough paths and the Brownian motion associated to the bilaplacian
Yazar:: Nejad, S
Baskı/Yayın Bilgisi: (2018) -
Applications of stochastic analysis and algebra to machine
learning
Yazar:: Bonnier, POM
Baskı/Yayın Bilgisi: (2023) -
System control and rough paths /
Yazar:: 386464 Lyons, Terry, ve diğerleri
Baskı/Yayın Bilgisi: (2002) -
On neural differential equations
Yazar:: Kidger, P
Baskı/Yayın Bilgisi: (2021) -
Order book models, signatures and numerical approximations of rough differential equations
Yazar:: Janssen, A
Baskı/Yayın Bilgisi: (2012)