Our paper on improving compute efficiency in domain adaptation tasks using data subset selection has been accepted to NeurIPS 2022

Our paper titled “Orient: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift” has been accepted to NeurIPS 2022! We leverage submodular mutual information (SMI) measures to select source data similar to target data in order to improve compute efficiency.