Rough paths, kernels, differential equations and an algebra of functions on streams

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...

書目詳細資料
主要作者:	Salvi, C
其他作者:	Lyons, T
格式:	Thesis
語言:	English
出版:	2021
主題:	Machine learning Stochastic analysis

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