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Video and slides synchronized, mp3 and slide download available at URL https://bit.ly/2V9zW73.
Krishnaram Kenthapadi talks about privacy breaches, algorithmic bias/discrimination issues observed in the Internet industry, regulations & laws, and techniques for achieving privacy and fairness in data-driven systems. He focusses on the application of privacy-preserving data mining and fairness-aware ML techniques in practice, by presenting case studies spanning different LinkedIn applications. Filmed at qconsf.com.
Krishnaram Kenthapadi is part of the AI team at LinkedIn, where he leads the transparency and privacy modeling efforts across different applications. He is LinkedIn's representative in Microsoft's AI and Ethics in Engineering & Research Committee. He shaped the technical roadmap for LinkedIn Salary product, and served as the relevance lead for the LinkedIn Careers & Talent Solutions Relevance team.