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Monica Welfert

Theoretical Guarantees of Data Augmented Last Layer Retraining Methods

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May 09, 2024
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Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains

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Feb 16, 2024
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Addressing GAN Training Instabilities via Tunable Classification Losses

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Oct 27, 2023
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Towards Addressing GAN Training Instabilities: Dual-objective GANs with Tunable Parameters

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Feb 28, 2023
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$α$-GAN: Convergence and Estimation Guarantees

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May 12, 2022
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