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Fast Training of Provably Robust Neural Networks by SingleProp.

A. Boopathy, T. Weng, S. Liu, P. Chen, G. Zhang, and L. Daniel. CoRR, (2021)

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Boopathy Gandhi Theerthagiri Kuppusamy

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Fast Training of Provably Robust Neural Networks by SingleProp.A. Boopathy, L. Weng, S. Liu, P. Chen, G. Zhang, and L. Daniel. AAAI, page 6803-6811. AAAI Press, (2021)Resampling-free Particle Filters in High-dimensions.A. Boopathy, A. Muppidi, P. Yang, A. Iyer, W. Yue, and I. Fiete. CoRR, (2024)Fast Training of Provably Robust Neural Networks by SingleProp.A. Boopathy, T. Weng, S. Liu, P. Chen, G. Zhang, and L. Daniel. CoRR, (2021)Proper Network Interpretability Helps Adversarial Robustness in Classification.A. Boopathy, S. Liu, G. Zhang, C. Liu, P. Chen, S. Chang, and L. Daniel. ICML, volume 119 of Proceedings of Machine Learning Research, page 1014-1023. PMLR, (2020)Gradient-trained Weights in Wide Neural Networks Align Layerwise to Error-scaled Input Correlations.A. Boopathy, and I. Fiete. CoRR, (2021)CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks.A. Boopathy, T. Weng, P. Chen, S. Liu, and L. Daniel. AAAI, page 3240-3247. AAAI Press, (2019)CNN-Cert: An Efficient Framework for Certifying Robustness of Convolutional Neural Networks.A. Boopathy, T. Weng, P. Chen, S. Liu, and L. Daniel. CoRR, (2018)Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle.R. Schaeffer, M. Khona, Z. Robertson, A. Boopathy, K. Pistunova, J. Rocks, I. Fiete, and O. Koyejo. CoRR, (2023)Model-agnostic Measure of Generalization Difficulty.A. Boopathy, K. Liu, J. Hwang, S. Ge, A. Mohammedsaleh, and I. Fiete. ICML, volume 202 of Proceedings of Machine Learning Research, page 2857-2884. PMLR, (2023)Neuro-Inspired Fragmentation and Recall to Overcome Catastrophic Forgetting in Curiosity.J. Hwang, Z. Hong, E. Chen, A. Boopathy, P. Agrawal, and I. Fiete. CoRR, (2023)

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Disambiguation of "Boopathy, Akhilan"

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Fast Training of Provably Robust Neural Networks by SingleProp.

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Boopathy Gandhi Theerthagiri Kuppusamy

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Disambiguation of "Boopathy, Akhilan"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Fast Training of Provably Robust Neural Networks by SingleProp.

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Boopathy Gandhi Theerthagiri Kuppusamy

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Fast Training of Provably Robust Neural Networks by SingleProp.