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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Salvi, C
مؤلفون آخرون: Lyons, T
التنسيق: أطروحة
اللغة:English
منشور في: 2021
الموضوعات: