Monday, October 23, 2017
The plug-in principle and the R-S integral
We'll cover how to use the non parametric distribution estimate to estimate any statistic using the plug-in principle. we'll have to detour and understand what a R-S integral is - https://drive.google.com/drive/folders/0BzUXUMab8u_ZOHA2Szc3TFA4WHc
Will discuss the kernel trick and SVM. We have recorded some of it here I https://www.youtube.com/playlist?list=PLRPue8gCw66-8mizHl7s0ZQzA...
We'll continue with convex optimization - https://drive.google.com/drive/folders/0BzUXUMab8u_ZU0h3ZEc5Z2VrMm8
In tw's meeting we'll discuss non parametric estimating a CDF and its relation to learning - see https://drive.google.com/drive/fold...
Distance, distance between sets and linkage algorithm are introduced here - https://drive.google.com/file/d/0BzUXUMab8u_Zb0lPZ0ZLeDJIaVU/vie...