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Disambiguation of "Montavon, Grégoire"

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XAI for Transformers: Better Explanations through Conservative Propagation.

, , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 435-451. PMLR, (2022)

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Grégoire Montavon

Grégoire Laurence

Mireille Grégoire

Grégoire Dooms

Grégoire Verlut

 

Other publications of authors with the same name

Insightful analysis of historical sources at scales beyond human capabilities using unsupervised Machine Learning and XAI., , , , , and . CoRR, (2023)Learning domain invariant representations by joint Wasserstein distance minimization., , , , , and . Neural Networks, (October 2023)Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications., , , , and . Proc. IEEE, 109 (3): 247-278 (2021)Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 46 (11): 7283-7299 (November 2024)Explaining predictive uncertainty by exposing second-order effects., , , and . Pattern Recognit., (2025)Building and Interpreting Deep Similarity Models., , , , , and . CoRR, (2020)Toward Explainable Artificial Intelligence for Regression Models: A methodological perspective., , , , , and . IEEE Signal Process. Mag., 39 (4): 40-58 (2022)Efficient Computation of Higher-Order Subgraph Attribution via Message Passing., , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 24478-24495. PMLR, (2022)XAI for Transformers: Better Explanations through Conservative Propagation., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 435-451. PMLR, (2022)MambaLRP: Explaining Selective State Space Sequence Models., , , and . CoRR, (2024)