2023
Information Maximization Perspective of Orthogonal Matching Pursuit with Applications to Explainable AI
NeurIPS 2023spotlight
Information Pursuit (IP) is a classical active testing algorithm for predicting an output by sequentially and greedily querying the input in order of information gain. However, IP is computationally intensive since it involves estimating mutual information in high-dimensional spaces. This paper expl…