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Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability.

, , , , and . ICLR, OpenReview.net, (2021)

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Educating for Journalism: The Professionalism of Scholarship, and . Journalism Studies, 1 (2): 213--227 (January 2000)Understanding Equity, Diversity and Inclusion Challenges Within the Research Software Community., , and . ICCS (6), volume 12747 of Lecture Notes in Computer Science, page 390-403. Springer, (2021)Gradient Descent on Neural Networks Typically Occurs at the Edge of Stability., , , , and . ICLR, OpenReview.net, (2021)Developing HPC Learning Pathways: Challenges and Recommendations., , and . PEARC, page 81:1-81:4. ACM, (2024)Gather - a better way to codehack online., , , , , and . CoRR, (2022)The Four Pillars of Research Software Engineering., , , , , and . CoRR, (2020)On the Maximum Hessian Eigenvalue and Generalization., , and . ICBINB, volume 187 of Proceedings of Machine Learning Research, page 51-65. PMLR, (2022)Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?, , and . (2019)cite arxiv:1910.08640Comment: To appear in the "Science Meets Engineering of Deep Learning" Workshop at NeurIPS 2019.Simplifying High-Order Mesh Generation for Computational Scientists., , , , , , and . IWSG, volume 2357 of CEUR Workshop Proceedings, CEUR-WS.org, (2018)Certified Adversarial Robustness via Randomized Smoothing., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1310-1320. PMLR, (2019)