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...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awdur: Salvi, C
Awduron Eraill: Lyons, T
Fformat: Traethawd Ymchwil
Iaith:English
Cyhoeddwyd: 2021
Pynciau: