Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution

Ian Covert, Chanwoo Kim, Su-In Lee +2

Many tasks in explainable machine learning, such as data valuation and feature attribution, perform expensive computation for each data point and are intractable for large datasets…