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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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11/22/2022
Good Data from Bad Models : Foundations of Threshold-based Auto-labeling
Creating large-scale high-quality labeled datasets is a major bottleneck...
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07/07/2022
One for All: Simultaneous Metric and Preference Learning over Multiple Users
This paper investigates simultaneous preference and metric learning from...
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06/06/2021
Fisher-Pitman permutation tests based on nonparametric Poisson mixtures with application to single cell genomics
This paper investigates the theoretical and empirical performance of Fis...
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02/17/2020
Estimating the number and effect sizes of non-null hypotheses
We study the problem of estimating the distribution of effect sizes (the...
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11/28/2019
Optimal Estimation of Change in a Population of Parameters
Paired estimation of change in parameters of interest over a population ...
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02/12/2019