An IDEA Seminar
Seminar Date: Tuesday, April 30, 2024
Time: 11:00 am
Location: 67-3111 & Zoom
Talk Title: How we disentangle and operationalize AI Fairness at LinkedIn
Zoom recording (available for 30 days)
Abstract:
Ever puzzled over why achieving fairness in AI is so challenging, even with leading AI experts at work? This talk explores the complexities of operationalizing AI fairness at LinkedIn. The challenge stems not only from varying definitions of fairness but also from the diverse applications and contexts of AI across different products.
We will introduce LinkedIn’s approach to AI fairness, which differentiates between equal treatment and equitable product outcomes without forcing a trade-off between them. This session will highlight the principles of our framework and illustrate their practical application through a case study.
Whether you’re an AI professional or interested in ethical technology, this talk will provide insights into managing AI fairness effectively. Join us to discover how LinkedIn tackles these critical issues at scale.
Bio:
Sakshi Jain is a Senior Manager for Responsible AI (Equity and Explainability) at LinkedIn.
