Search Results for author: Jeremy Cohen

Found 4 papers, 1 papers with code

On the Maximum Hessian Eigenvalue and Generalization

no code implementations21 Jun 2022 Simran Kaur, Jeremy Cohen, Zachary C. Lipton

The mechanisms by which certain training interventions, such as increasing learning rates and applying batch normalization, improve the generalization of deep networks remains a mystery.

Are Perceptually-Aligned Gradients a General Property of Robust Classifiers?

no code implementations18 Oct 2019 Simran Kaur, Jeremy Cohen, Zachary C. Lipton

For a standard convolutional neural network, optimizing over the input pixels to maximize the score of some target class will generally produce a grainy-looking version of the original image.

Adversarial Robustness

Building a Sustainable Structure for Research Software Engineering Activities

1 code implementation11 Jul 2018 Jeremy Cohen, Daniel S. Katz, Michelle Barker, Robert Haines, Neil Chue Hong

The profile of research software engineering has been greatly enhanced by developments at institutions around the world to form groups and communities that can support effective, sustainable development of research software.

Software Engineering

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