68 citations · 85 across the 2 of their papers we have counts for
3 papers
cs.CY2020
Mitigating Bias in Set Selection with Noisy Protected Attributes
Anay Mehrotra, L. Elisa Celis
Subset selection algorithms are ubiquitous in AI-driven applications, including, online recruiting portals and image search engines, so it is imperative that these tools are not di…
cs.CL2019★ 68 cited
Assessing Social and Intersectional Biases in Contextualized Word Representations
Yi Chern Tan, L. Elisa Celis
Social bias in machine learning has drawn significant attention, with work ranging from demonstrations of bias in a multitude of applications, curating definitions of fairness for…
cs.GT2019★ 17 cited
Toward Controlling Discrimination in Online Ad Auctions
L. Elisa Celis, Anay Mehrotra, Nisheeth K. Vishnoi
Online advertising platforms are thriving due to the customizable audiences they offer advertisers. However, recent studies show that advertisements can be discriminatory with resp…