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个人简介
My expertise is in the areas of fairness/transparency/explainability/privacy in AI/ML systems, algorithms for large datasets and graphs, data mining, web search, information retrieval, search and recommendation systems, social network analysis, and computational education. I have 20+ years of experience (including 15+ years in industry after my PhD), working on challenging problems in these areas, and have shaped the technical roadmap/design/development/launch of new AI products, provided technical vision & steered company-wide initiatives in new domains such as MLOps and Responsible AI, and improved business metrics for existing products via technology transfers. I have collaborated with over 80 people with diverse backgrounds and interests and mentored over 40 summer interns, resulting in 50+ publications, with 4500+ citations, and 150+ filed patents (70 granted) in my fields of interest.
研究兴趣
论文共 126 篇作者统计合作学者相似作者
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PROCEEDINGS OF THE 29TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY AND DATA MINING, KDD 2023pp.5805-5806, (2023)
CoRR (2023)
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Valeria Fionda,Olaf Hartig,Reyhaneh Abdolazimi,Sihem Amer-Yahia, Hongzhi Chen,Xiao Chen,Peng Cui, Jefrey Dalton,Xin Luna Dong,Lisette Espin-Noboa, Wenqi Fan,Manuela Fritz,
COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023pp.648-658, (2023)
HHAI 2023: AUGMENTING HUMAN INTELLECT (2023): 17-32
arxiv(2022)
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The Journal of Finance and Data Science (2022): 1-11
ACM Conference on Fairness, Accountability and Transparency (FAccT)pp.1639-1656, (2022)
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