Add argument for sgd.control for specifying different methods of data subsampling

[dustinvtran]

E.g., default is uniform draws, another you can specify a probability vector of dimension N in order to assign weights to do a multinomial draw, another does importance sampling/active learning, etc.

A research topic in and of itself.