Fairness-Aware Ranking in Search & Recommendation Systems with Application to LinkedIn Talent Search

no code implementations • 30 Apr 2019 • Sahin Cem Geyik, Stuart Ambler, Krishnaram Kenthapadi

We finally present the online A/B testing results from applying our framework towards representative ranking in LinkedIn Talent Search, and discuss the lessons learned in practice.

Fairness Recommendation Systems +1

Bringing Salary Transparency to the World: Computing Robust Compensation Insights via LinkedIn Salary

no code implementations • 29 Mar 2017 • Krishnaram Kenthapadi, Stuart Ambler, Liang Zhang, Deepak Agarwal

The recently launched LinkedIn Salary product has been designed with the goal of providing compensation insights to the world's professionals and thereby helping them optimize their earning potential.