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Explore LinkedIn's approach to AI fairness in hiring through this 29-minute conference talk featuring Sakshi Jain, Sr. engineering manager of data leading responsible AI at LinkedIn. Gain insights into the meaning of fairness in machine learning and the critical importance of mitigating bias in labor and hiring processes. Discover how LinkedIn's AI team works to enhance fairness through algorithmic design, product development, and data processing techniques. Delve into the challenges and strategies for creating more equitable AI-driven hiring practices in this informative presentation from The Future of Data-Centric AI 2022 conference.
Syllabus
LinkedIn’s Insights on AI Fairness in Hiring
Taught by
Snorkel AI