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A robust algorithm for explaining unreliable machine learning survival
  models using the Kolmogorov-Smirnov bounds

A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds

5 May 2020
M. Kovalev
Lev V. Utkin
    AAML
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Papers citing "A robust algorithm for explaining unreliable machine learning survival models using the Kolmogorov-Smirnov bounds"

3 / 3 papers shown
Title
SurvBeX: An explanation method of the machine learning survival models
  based on the Beran estimator
SurvBeX: An explanation method of the machine learning survival models based on the Beran estimator
Lev V. Utkin
Danila Eremenko
A. Konstantinov
25
4
0
07 Aug 2023
SurvLIME: A method for explaining machine learning survival models
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
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
1