output
20172026
most citedAccountability in an Algorithmic Society: Relationality, Responsibility, and Robustness in Machine Learning

125 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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2 papers · 1 filter

stat.ME2018

The Holdout Randomization Test for Feature Selection in Black Box Models

Wesley Tansey, Victor Veitch, Haoran Zhang +2

We propose the holdout randomization test (HRT), an approach to feature selection using black box predictive models. The HRT is a specialized version of the conditional randomizati…

stat.ME2018★ 16 cited

Evaluating stochastic seeding strategies in networks

Alex Chin, Dean Eckles, Johan Ugander

When trying to maximize the adoption of a behavior in a population connected by a social network, it is common to strategize about where in the network to seed the behavior, often…