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Gintare Karolina Dziugaite

In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors
Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms
Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates

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