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09/13/2023
Unbiased Face Synthesis With Diffusion Models: Are We There Yet?
Text-to-image diffusion models have achieved widespread popularity due t...
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02/09/2022
An Exploration of Multicalibration Uniform Convergence Bounds
Recent works have investigated the sample complexity necessary for fair ...
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08/05/2021
Fairness Properties of Face Recognition and Obfuscation Systems
The proliferation of automated facial recognition in various commercial ...
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03/03/2020
Analyzing Accuracy Loss in Randomized Smoothing Defenses
Recent advances in machine learning (ML) algorithms, especially deep neu...
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