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Input Switched Affine Networks: An RNN Architecture Designed for Interpretability.

, , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1136-1145. PMLR, (2017)

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Intelligible Language Modeling with Input Switched Affine Networks., , , , and . CoRR, (2016)Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation., , , , and . CoRR, (2019)Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV)., , , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2673-2682. PMLR, (2018)MNIST-C: A Robustness Benchmark for Computer Vision., and . CoRR, (2019)Input Switched Affine Networks: An RNN Architecture Designed for Interpretability., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1136-1145. PMLR, (2017)Neural Message Passing for Quantum Chemistry., , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1263-1272. PMLR, (2017)Explaining the Learning Dynamics of Direct Feedback Alignment., , , , and . ICLR (Workshop), OpenReview.net, (2017)Sanity Checks for Saliency Maps., , , , , and . NeurIPS, page 9525-9536. (2018)A communication game related to the sensitivity conjecture., , and . CoRR, (2015)A Communication Game Related to the Sensitivity Conjecture., , and . Theory of Computing, 13 (1): 1-18 (2017)