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Exploring Conceptual Soundness with TruLens.

, , , , , , и . NeurIPS (Competition and Demos), том 176 из Proceedings of Machine Learning Research, стр. 302-307. PMLR, (2021)

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Juha Leino

Markus Leinonen

Michael Leinoudis

Jouko Leinonen

Klas Partale

 

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Stolen Memories: Leveraging Model Memorization for Calibrated White-Box Membership Inference., и . USENIX Security Symposium, стр. 1605-1622. USENIX Association, (2020)Exploring Conceptual Soundness with TruLens., , , , , , и . NeurIPS (Competition and Demos), том 176 из Proceedings of Machine Learning Research, стр. 302-307. PMLR, (2021)Globally-Robust Neural Networks., , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 6212-6222. PMLR, (2021)Influence Paths for Characterizing Subject-Verb Number Agreement in LSTM Language Models., , , , и . ACL, стр. 4748-4757. Association for Computational Linguistics, (2020)Scaling in Depth: Unlocking Robustness Certification on ImageNet., , , , и . CoRR, (2023)Limitations of Piecewise Linearity for Efficient Robustness Certification.. CoRR, (2023)Influence-Directed Explanations for Deep Convolutional Networks., , , , и . ITC, стр. 1-8. IEEE, (2018)Selective Ensembles for Consistent Predictions., , и . ICLR, OpenReview.net, (2022)Fast Geometric Projections for Local Robustness Certification., , , , и . ICLR, OpenReview.net, (2021)A Recipe for Improved Certifiable Robustness: Capacity and Data., , , и . CoRR, (2023)