Note on Math and Machine Learning

There are some notes on math and machine learning theory (learning theory), most of them are excerpted from some larger notes written by me. These notes were written haphazardly and were not checked for spelling, grammar, correctness, etc. Any feedback on these notes is wellcome (please send it to chenjiemao12@gmail.com), though it possibly takes me days or even weeks to check them :).

Martingale

Conditioning and Martingale

The HTML Version