Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions

Matthew Faw, Rajat Sen, Karthikeyan Shanmugam +2

We consider a covariate shift problem where one has access to several different training datasets for the same learning problem and a small validation set which possibly differs fr…