Sufficient Representations for Categorical Variables

Jonathan Johannemann, Vitor Hadad, Susan Athey +1

Many learning algorithms require categorical data to be transformed into real vectors before it can be used as input. Often, categorical variables are encoded as one-hot (or dummy)…