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Schnake, Thomas
4 publications
NeurIPS
2024
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
Julius Hense
,
Mina Jamshidi Idaji
,
Oliver Eberle
,
Thomas Schnake
,
Jonas Dippel
,
Laure Ciernik
,
Oliver Buchstab
,
Andreas Mock
,
Frederick Klauschen
,
Klaus-Robert Müller
ICML
2023
Relevant Walk Search for Explaining Graph Neural Networks
Ping Xiong
,
Thomas Schnake
,
Michael Gastegger
,
Grégoire Montavon
,
Klaus Robert Muller
,
Shinichi Nakajima
ICML
2022
Efficient Computation of Higher-Order Subgraph Attribution via Message Passing
Ping Xiong
,
Thomas Schnake
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Shinichi Nakajima
ICML
2022
XAI for Transformers: Better Explanations Through Conservative Propagation
Ameen Ali
,
Thomas Schnake
,
Oliver Eberle
,
Grégoire Montavon
,
Klaus-Robert Müller
,
Lior Wolf