58 citations · 70 across the 6 of their papers we have counts for
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math.ST2021
Reduced-bias estimation of the residual dependence index with unnamed marginals
Jennifer Israelsson, Emily Black, Claudia Neves +1
This paper addresses important weaknesses in current methodology for the estimation of multivariate extreme event distributions. The estimation of the residual dependence index $η\…
cs.LG2021★ 2 cited
Selective Ensembles for Consistent Predictions
Emily Black, Klas Leino, Matt Fredrikson
Recent work has shown that models trained to the same objective, and which achieve similar measures of accuracy on consistent test data, may nonetheless behave very differently on…
cs.LG2021
Leave-one-out Unfairness
Emily Black, Matt Fredrikson
We introduce leave-one-out unfairness, which characterizes how likely a model's prediction for an individual will change due to the inclusion or removal of a single other person in…