Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning Models

Ki Hyun Tae, Steven Euijong Whang

As machine learning becomes democratized in the era of Software 2.0, a serious bottleneck is acquiring enough data to ensure accurate and fair models. Recent techniques including c…