I a previous post, I introduced the Effective Regression Operator for supervised (and semi-supervised) Machine Learning problems.  Here, I will…

We consider a very common example of Machine Learning problem as an application to the Effective Operator Framework:  Simple SemiSupervised…

This would not be a pedagogic machine learning blog if I did not go into some overly abstract formalism…here we…

Introduction Frequently in science, simple models work well beyond their expected range of accuracy and application, and can be essential…

What is a Kernel?  Really?   What is the actual mathematical motivation? Most machine learning texts introduce the Kernel  as…

Coming from Physics / Physical Chemistry, where Hilbert Spaces and Green’s Functions are everywhere, and the notation is just Dirac…

My first blog on machine learning is to discuss a pet peeve I have about working in the industry, namely…