41 citations · 69 across the 9 of their papers we have counts for
Showing 2020 · cs.LGShow all
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cs.LG2020★ 8 cited
Deep Learning is Singular, and That's Good
Daniel Murfet, Susan Wei, Mingming Gong +3
In singular models, the optimal set of parameters forms an analytic set with singularities and classical statistical inference cannot be applied to such models. This is significant…
cs.LG2020★ 6 cited
The Fairness-Accuracy Pareto Front
Susan Wei, Marc Niethammer
Algorithmic fairness seeks to identify and correct sources of bias in machine learning algorithms. Confoundingly, ensuring fairness often comes at the cost of accuracy. We provide…