2 papers
cs.LG2023
Composable Core-sets for Diversity Approximation on Multi-Dataset Streams
Stephanie Wang, Michael Flynn, Fangyu Luo
Core-sets refer to subsets of data that maximize some function that is commonly a diversity or group requirement. These subsets are used in place of the original data to accomplish…
cs.CL2018
Training Classifiers with Natural Language Explanations
Braden Hancock, Paroma Varma, Stephanie Wang +3
Training accurate classifiers requires many labels, but each label provides only limited information (one bit for binary classification). In this work, we propose BabbleLabble, a f…