An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data

16 June 2021

Papers citing "An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data"

6 / 6 papers shown

Title
Explaining a probabilistic prediction on the simplex with Shapley compositions Paul-Gauthier Noé Miquel Perelló Nieto J. Bonastre Peter Flach TDI FAtt 21 0 0 02 Aug 2024
The Shapley Value of Classifiers in Ensemble Games Benedek Rozemberczki Rik Sarkar FAtt FedML TDI 48 33 0 06 Jan 2021
A Survey on Neural Network Interpretability Yu Zhang Peter Tiño A. Leonardis K. Tang FaML XAI 134 654 0 28 Dec 2020
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 104 30 0 25 Aug 2020
SurvLIME: A method for explaining machine learning survival models M. Kovalev Lev V. Utkin E. Kasimov 98 89 0 18 Mar 2020
DeepSurv: Personalized Treatment Recommender System Using A Cox Proportional Hazards Deep Neural Network Jared Katzman Uri Shaham Jonathan Bates A. Cloninger Tingting Jiang Y. Kluger BDL CML OOD 102 1,229 0 02 Jun 2016