A Reduction to Binary Approach for Debiasing Multiclass Datasets

Neural Information Processing Systems 

Considering multiclass classification, out of the 70+ image classification datasets in the TensorFlow Dataset catalog (Abadi et al., 2015), less than 10% are for binary classification problems.