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Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values.

J. Adebayo, J. Gilmer, I. Goodfellow, and B. Kim. ICLR (Workshop), OpenReview.net, (2018)

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Justin Herrmann University of Stuttgart

Dr. Justin Vollmann University of Stuttgart

Other publications of authors with the same name

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation.R. Lopes, D. Yin, B. Poole, J. Gilmer, and E. Cubuk. CoRR, (2019)Intelligible Language Modeling with Input Switched Affine Networks.J. Foerster, J. Gilmer, J. Chorowski, J. Sohl-Dickstein, and D. Sussillo. CoRR, (2016)Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).B. Kim, M. Wattenberg, J. Gilmer, C. Cai, J. Wexler, F. Viégas, and R. Sayres. ICML, volume 80 of Proceedings of Machine Learning Research, page 2673-2682. PMLR, (2018)MNIST-C: A Robustness Benchmark for Computer Vision.N. Mu, and J. Gilmer. CoRR, (2019)A communication game related to the sensitivity conjecture.J. Gilmer, M. Koucký, and M. Saks. CoRR, (2015)Explaining the Learning Dynamics of Direct Feedback Alignment.J. Gilmer, C. Raffel, S. Schoenholz, M. Raghu, and J. Sohl-Dickstein. ICLR (Workshop), OpenReview.net, (2017)Input Switched Affine Networks: An RNN Architecture Designed for Interpretability.J. Foerster, J. Gilmer, J. Sohl-Dickstein, J. Chorowski, and D. Sussillo. ICML, volume 70 of Proceedings of Machine Learning Research, page 1136-1145. PMLR, (2017)Neural Message Passing for Quantum Chemistry.J. Gilmer, S. Schoenholz, P. Riley, O. Vinyals, and G. Dahl. ICML, volume 70 of Proceedings of Machine Learning Research, page 1263-1272. PMLR, (2017)Sanity Checks for Saliency Maps.J. Adebayo, J. Gilmer, M. Muelly, I. Goodfellow, M. Hardt, and B. Kim. NeurIPS, page 9525-9536. (2018)A Communication Game Related to the Sensitivity Conjecture.J. Gilmer, M. Koucký, and M. Saks. Theory of Computing, 13 (1): 1-18 (2017)

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Disambiguation of "Gilmer, Justin"

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Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values.

Please choose a person to relate this publication to

Justin Herrmann University of Stuttgart

Dr. Justin Vollmann University of Stuttgart

Other publications of authors with the same name

Disambiguation

PUMA

Disambiguation of "Gilmer, Justin"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values.

Please choose a person to relate this publication to

Justin Herrmann University of Stuttgart

Dr. Justin Vollmann University of Stuttgart

Other publications of authors with the same name

Disambiguation

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Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter Values.