28 citations · 44 across the 7 of their papers we have counts for
6 papers · 1 filter
Auditing for Diversity using Representative Examples
Vijay Keswani, L. Elisa Celis
Assessing the diversity of a dataset of information associated with people is crucial before using such data for downstream applications. For a given dataset, this often involves c…
The Effect of the Rooney Rule on Implicit Bias in the Long Term
L. Elisa Celis, Chris Hays, Anay Mehrotra +1
A robust body of evidence demonstrates the adverse effects of implicit bias in various contexts--from hiring to health care. The Rooney Rule is an intervention developed to counter…
Dialect Diversity in Text Summarization on Twitter
Vijay Keswani, L. Elisa Celis
Discussions on Twitter involve participation from different communities with different dialects and it is often necessary to summarize a large number of posts into a representative…
Interventions for Ranking in the Presence of Implicit Bias
L. Elisa Celis, Anay Mehrotra, Nisheeth K. Vishnoi
Implicit bias is the unconscious attribution of particular qualities (or lack thereof) to a member from a particular social group (e.g., defined by gender or race). Studies on impl…
Balanced News Using Constrained Bandit-based Personalization
Sayash Kapoor, Vijay Keswani, Nisheeth K. Vishnoi +1
We present a prototype for a news search engine that presents balanced viewpoints across liberal and conservative articles with the goal of de-polarizing content and allowing users…
Fair Personalization
L. Elisa Celis, Nisheeth K. Vishnoi
Personalization is pervasive in the online space as, when combined with learning, it leads to higher efficiency and revenue by allowing the most relevant content to be served to ea…