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Improving Attribution Methods by Learning Submodular Functions
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
19 April 2021
Piyushi Manupriya
Tarun Ram Menta
S. Jagarlapudi
V. Balasubramanian
TDI
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Papers citing
"Improving Attribution Methods by Learning Submodular Functions"
4 / 4 papers shown
Robust Ranking Explanations
Chao Chen
Chenghua Guo
Guixiang Ma
Ming Zeng
Xi Zhang
Sihong Xie
FAtt
AAML
473
0
0
08 Jul 2023
On the Robustness of Explanations of Deep Neural Network Models: A Survey
Amlan Jyoti
Karthik Balaji Ganesh
Manoj Gayala
Nandita Lakshmi Tunuguntla
Sandesh Kamath
V. Balasubramanian
XAI
FAtt
AAML
301
9
0
09 Nov 2022
Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
Neural Information Processing Systems (NeurIPS), 2022
A. De
Soumen Chakrabarti
436
8
0
20 Oct 2022
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
2.7K
21,359
0
16 Feb 2016
1
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