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Finding and removing Clever Hans: Using explanation methods to debug and improve deep models.

, , , , , и . Inf. Fusion, (2022)

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Klaus Robert Müller

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Klaus-Robert Müller

Robert Müller

Robert Müller

 

Другие публикации лиц с тем же именем

Learning how to explain neural networks: PatternNet and PatternAttribution., , , , , , и . ICLR (Poster), OpenReview.net, (2018)Machine Learning for Intrusion Detection., , и . NATO ASI Mining Massive Data Sets for Security, том 19 из NATO Science for Peace and Security Series - D: Information and Communication Security, стр. 366-373. IOS Press, (2007)Forecasting Industrial Aging Processes with Machine Learning Methods., , , и . CoRR, (2020)Benign Examples: Imperceptible Changes Can Enhance Image Translation Performance., , , и . AAAI, стр. 5842-5850. AAAI Press, (2020)Efficient Computation of Higher-Order Subgraph Attribution via Message Passing., , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 24478-24495. PMLR, (2022)XAI for Transformers: Better Explanations through Conservative Propagation., , , , , и . ICML, том 162 из Proceedings of Machine Learning Research, стр. 435-451. PMLR, (2022)Efficient hierarchical Bayesian inference for spatio-temporal regression models in neuroimaging., , , , , , и . NeurIPS, стр. 24855-24870. (2021)Explanations can be manipulated and geometry is to blame., , , , , и . NeurIPS, стр. 13567-13578. (2019)EEG-Based Assessment of Perceived Quality in Complex Natural Images., , , , и . ICIP, стр. 136-140. IEEE, (2020)Reinforcement learning for video encoder control in HEVC., , , и . IWSSIP, стр. 1-5. IEEE, (2017)