SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models

5 May 2020

Papers citing "SurvLIME-Inf: A simplified modification of SurvLIME for explanation of machine learning survival models"

5 / 5 papers shown

Title
Interpretable Machine Learning for Survival Analysis Sophie Hanna Langbein Mateusz Krzyzinski Mikolaj Spytek Hubert Baniecki P. Biecek Marvin N. Wright 85 2 0 15 Mar 2024
L1-regularized neural ranking for risk stratification and its application to prediction of time to distant metastasis in luminal node negative chemotherapy naïve breast cancer patients F. Minhas M. Toss N. Wahab E. Rakha Nasir M. Rajpoot 49 4 0 23 Aug 2021
Looking Deeper into Tabular LIME Damien Garreau U. V. Luxburg FAtt LMTD 176 30 0 25 Aug 2020
Counterfactual explanation of machine learning survival models M. Kovalev Lev V. Utkin CML OffRL 119 19 0 26 Jun 2020
SurvLIME: A method for explaining machine learning survival models M. Kovalev Lev V. Utkin E. Kasimov 292 91 0 18 Mar 2020