Shapley Curves: A Smoothing Perspective

23 November 2022

Wolfgang Karl Härdle

Papers citing "Shapley Curves: A Smoothing Perspective"

4 / 4 papers shown

Title
Beyond TreeSHAP: Efficient Computation of Any-Order Shapley Interactions for Tree Ensembles Maximilian Muschalik Fabian Fumagalli Barbara Hammer Eyke Hüllermeier TDI 33 16 0 22 Jan 2024
FastSHAP: Real-Time Shapley Value Estimation N. Jethani Mukund Sudarshan Ian Covert Su-In Lee Rajesh Ranganath TDI FAtt 56 120 0 15 Jul 2021
MDA for random forests: inconsistency, and a practical solution via the Sobol-MDA Clément Bénard Sébastien Da Veiga Erwan Scornet 22 49 0 26 Feb 2021
A Multilinear Sampling Algorithm to Estimate Shapley Values Ramin Okhrati Aldo Lipani TDI FAtt 68 38 0 22 Oct 2020