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Bio
Research Interests. I have a special focus on building automatic machine learning systems to support machine learning and help facilitate data science. My research interests include (1) AI + Big Data: synergistic optimization between big data and artificial intelligence, (2) Black-box Optimization and its Application: automatic tuning, such as knobs tuning in database system, config tuning in big data system, resource optimization and experiment design, and (3) Automatic Machine Learning (AutoML): automatic hyperparameter optimization, adaptive model selection, pipeline search, and neural architecture search.
Research Interests
Papers共 52 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2023): 3235-3247
AAAI 2023no. 8 (2023): 9792-9801
arXiv (Cornell University)no. 2 (2023): 186:1-186:26
Yang Li,Huaijun Jiang,Yu Shen, Yide Fang, Xiaofeng Yang, Danqing Huang,Xinyi Zhang,Wentao Zhang,Ce Zhang, Peng Chen,Bin Cui
PROCEEDINGS OF THE VLDB ENDOWMENTno. 3 (2023): 539-552
arxiv(2023)
Cited2Views0Bibtex
2
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ASTROPHYSICAL JOURNAL SUPPLEMENT SERIESno. 1 (2023): 17-17
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