Domain Adaptation

Algorithm PBDA (2013)

The learning algorithm PBDA (PAC-Bayesian Domain Adaptation) is related to an ICML 2013 paper. The source code is available on GitHub.

Algorithm DALC (2015)

Further developments led us to the algorithm DALC (Domain Adaptation of Linear Classifiers), which is empirically more accurate than PBDA, and theoretically more appealing. See this page for details.