Learning to Maximize Mutual Information for Dynamic Feature Selection

Ian Covert, Wei Qiu, Mingyu Lu +3

Feature selection helps reduce data acquisition costs in ML, but the standard approach is to train models with static feature subsets. Here, we consider the dynamic feature selecti…