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...

Täydet tiedot

Bibliografiset tiedot
Päätekijä: Salvi, C
Muut tekijät: Lyons, T
Aineistotyyppi: Opinnäyte
Kieli:English
Julkaistu: 2021
Aiheet:

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