432 citations · 599 across the 16 of their papers we have counts for
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cs.LG2016★ 432 cited
Inherent Trade-Offs in the Fair Determination of Risk Scores
Jon Kleinberg, Sendhil Mullainathan, Manish Raghavan
Recent discussion in the public sphere about algorithmic classification has involved tension between competing notions of what it means for a probabilistic classification to be fai…
cs.AI2016★ 25 cited
Assessing Human Error Against a Benchmark of Perfection
Ashton Anderson, Jon Kleinberg, Sendhil Mullainathan
An increasing number of domains are providing us with detailed trace data on human decisions in settings where we can evaluate the quality of these decisions via an algorithm. Moti…