The study of conventional statistics will be yet necessity for some authors in the machine learning community. Hum...

elements of probability theory: LLN, CLT. I'm interested in the uniform version of CLT. nu-svc: relations among nu, the fraction of SV, and the margin error rate. fairly good job.

VC theory, symmetrization, 2nd symmetrization.