most citedDetection and Mitigation of Algorithmic Bias via Predictive Rate Parity

9 citations · 10 across the 4 of their papers we have counts for

collaborators
Showing econ.EMShow all

2 papers · 1 filter

econ.EM2022

Causal Estimation of Position Bias in Recommender Systems Using Marketplace Instruments

Rina Friedberg, Karthik Rajkumar, Jialiang Mao +3

Information retrieval systems, such as online marketplaces, news feeds, and search engines, are ubiquitous in today's digital society. They facilitate information discovery by rank…

econ.EM2021

An Outcome Test of Discrimination for Ranked Lists

Jonathan Roth, Guillaume Saint-Jacques, YinYin Yu

This paper extends Becker (1957)'s outcome test of discrimination to settings where a (human or algorithmic) decision-maker produces a ranked list of candidates. Ranked lists are p…