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Interpretability Guarantees with Merlin-Arthur Classifiers

Interpretability Guarantees with Merlin-Arthur Classifiers

S. Wäldchen
Kartikey Sharma
Berkant Turan
Max Zimmer
Sebastian Pokutta
    FAtt
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Papers citing "Interpretability Guarantees with Merlin-Arthur Classifiers"

5 / 5 papers shown
Title
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
Training Characteristic Functions with Reinforcement Learning: XAI-methods play Connect Four
S. Wäldchen
Felix Huber
Sebastian Pokutta
FAtt
35
8
0
23 Feb 2022
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
Jan Macdonald
Mathieu Besançon
Sebastian Pokutta
37
12
0
15 Oct 2021
Invariant Rationalization
Invariant Rationalization
Shiyu Chang
Yang Zhang
Mo Yu
Tommi Jaakkola
215
202
0
22 Mar 2020
A Survey on Bias and Fairness in Machine Learning
A Survey on Bias and Fairness in Machine Learning
Ninareh Mehrabi
Fred Morstatter
N. Saxena
Kristina Lerman
Aram Galstyan
SyDa
FaML
398
4,271
0
23 Aug 2019
AI safety via debate
AI safety via debate
G. Irving
Paul Christiano
Dario Amodei
213
203
0
02 May 2018