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2011.08596
Cited By
Learning outside the Black-Box: The pursuit of interpretable models
17 November 2020
Jonathan Crabbé
Yao Zhang
W. Zame
M. Schaar
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ArXiv
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Papers citing
"Learning outside the Black-Box: The pursuit of interpretable models"
5 / 5 papers shown
Title
AutoPrognosis 2.0: Democratizing Diagnostic and Prognostic Modeling in Healthcare with Automated Machine Learning
F. Imrie
B. Cebere
E. McKinney
M. Schaar
68
20
0
21 Oct 2022
D-CIPHER: Discovery of Closed-form Partial Differential Equations
Krzysztof Kacprzyk
Zhaozhi Qian
M. Schaar
AI4CE
30
1
0
21 Jun 2022
Label-Free Explainability for Unsupervised Models
Jonathan Crabbé
M. Schaar
FAtt
MILM
24
22
0
03 Mar 2022
Precise characterization of the prior predictive distribution of deep ReLU networks
Lorenzo Noci
Gregor Bachmann
Kevin Roth
Sebastian Nowozin
Thomas Hofmann
BDL
UQCV
29
32
0
11 Jun 2021
On the Computational Intelligibility of Boolean Classifiers
Gilles Audemard
S. Bellart
Louenas Bounia
F. Koriche
Jean-Marie Lagniez
Pierre Marquis
24
56
0
13 Apr 2021
1