Siddharth Tandon

FW-Shapley: Real-Time Estimation of Weighted Shapley Values

Fair credit assignment is essential in various machine learning (ML) applications, and Shapley values have emerged as a valuable tool for this purpose. However, in critical ML applications such as data valuation and feature attribution, the uniform weighting of Shapley values across subset cardinali…