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09/18/2023
What is a Fair Diffusion Model? Designing Generative Text-To-Image Models to Incorporate Various Worldviews
Generative text-to-image (GTI) models produce high-quality images from s...
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05/14/2023
Algorithmic Pluralism: A Structural Approach Towards Equal Opportunity
While the idea of equal opportunity enjoys a broad consensus, many disag...
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04/28/2022
Multilevel Optimization for Inverse Problems
Inverse problems occur in a variety of parameter identification tasks in...
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03/02/2020
Approximate Cross-validation: Guarantees for Model Assessment and Selection
Cross-validation (CV) is a popular approach for assessing and selecting ...
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10/04/2019