Covariate shift - crossvalidation

This repository contains experiments and MATLAB code accompanying the paper:

"On regularization parameter estimation under covariate shift."

published in the proceedings of the International Conference in Pattern Recognition in 2016 (pdf/preprint).

Usage

• experiment-* contains scripts for running experiments reported in the paper.
• data contains a script for obtaining and processing data used in the paper.
• util contains utility functions and algorithms.

Dependencies:

• Dmitry Savransky's rejection sampler: https://nl.mathworks.com/matlabcentral/fileexchange/27590-simple-rejection-sampling?requestedDomain=www.mathworks.com