Learning to Maximize Mutual Information for Dynamic Feature Selection

1 code implementation • 2 Jan 2023 • Ian Covert, Wei Qiu, Mingyu Lu, Nayoon Kim, Nathan White, Su-In Lee

Feature selection helps reduce data acquisition costs in ML, but the standard approach is to train models with static feature subsets.

feature selection Reinforcement Learning (RL)