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List of works by Gintare Karolina Dziugaite

A study of the effect of JPG compression on adversarial images ⬇️

scientific article published on 2 August 2016

Data-dependent PAC-Bayes priors via differential privacy ⬇️

Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel ⬇️

scientific article published in November 2020

In search of robust measures of generalization ⬇️

scientific article published in November 2020

Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates ⬇️

Requiem for the max rule? ⬇️

scientific article

Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms ⬇️

scientific article published in November 2020

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