526 citations · 1.2k across the 25 of their papers we have counts for
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cs.AI2020
On Consequentialism and Fairness
Dallas Card, Noah A. Smith
Recent work on fairness in machine learning has primarily emphasized how to define, quantify, and encourage "fair" outcomes. Less attention has been paid, however, to the ethical f…
cs.AI2012★ 9 cited
Alternating Directions Dual Decomposition
Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar +2
We propose AD3, a new algorithm for approximate maximum a posteriori (MAP) inference on factor graphs based on the alternating directions method of multipliers. Like dual decomposi…