no code implementations • NeurIPS 2014 • Nan Du, YIngyu Liang, Maria-Florina F. Balcan, Le Song
Coverage functions are an important class of discrete functions that capture laws of diminishing returns.
no code implementations • NeurIPS 2013 • Maria-Florina F. Balcan, Vitaly Feldman
We describe a framework for designing efficient active learning algorithms that are tolerant to random classification noise.