基本信息
浏览量:172
职业迁徙
个人简介
I am pioneering the research area of Data-centric Responsible AI, which is becoming critical as AI be- comes widespread and increasingly relies on the availability of Big data. While model-centric AI improves the training algorithm to increase model accuracy, data-centric AI improves the “data” to increase model accuracy. In addition to improving model accuracy, my goal is to also improve Responsible AI elements: fairness, robustness, privacy, and explainability. I take a holistic approach to support all Responsible AI elements in all steps of machine learning starting from the data.
研究兴趣
论文共 81 篇作者统计合作学者相似作者
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CoRR (2024)
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Proceedings of the AAAI Conference on Artificial Intelligenceno. 19 (2024): 21249-21257
KDD 2024pp.1155-1165, (2024)
Yuji Roh, Qingyun Liu,Huan Gui, Zhe Yuan,Yujin Tang,Steven Whang,Liang Liu,Shuchao Bi,Lichan Hong,Ed Chi,Zhe Zhao
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CoRRno. 5 (2024): 952-965
CoRR (2023)
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Proceedings of the ACM on management of datano. 1 (2023): 1-26
Georgia Koutrika,Jun Yang ,Manos Athanassoulis,Kostas Stefanidis, Ju Fan,Abdul Quamar, Yuanyan Tian,Alekh Jindal, Carsten Binnig,Jennie Rogers,Senjuti Basu Roy,Steven Euijong Whang, Matthias Boehm ,Aaron J. Elmore,Vasilis Efthymiou, Xiao Hu ,Xiaofang Zhou , Alan D. Fekete
Proc. VLDB Endow.no. 12 (2023)
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Georgia Koutrika, Jun Yang,Manos Athanassoulis,Kostas Stefanidis, Ju Fan,Abdul Quamar, Yuanyan Tian,Alekh Jindal, Carsten Binnig,Jennie Rogers,Senjuti Basu Roy,Steven Euijong Whang, Matthias Boehm,Aaron J. Elmore,Vasilis Efthymiou, Xiao Hu,Xiaofang Zhou, Alan D. Fekete
Very Large Data Bases Conference (2023)
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作者统计
#Papers: 81
#Citation: 5100
H-Index: 29
G-Index: 71
Sociability: 5
Diversity: 1
Activity: 1
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