Active Learning For Contextual Linear Optimization: A Margin-Based Approach

Mo Liu, Paul Grigas, Heyuan Liu +1

We develop the first active learning method for contextual linear optimization. Specifically, we introduce a label acquisition algorithm that sequentially decides whether to reques…