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个人简介
Research
Machine learning and data mining algorithm development with a focus on human in the loop style learning.
We work on a variety of different learning settings such as learning to rank, clustering, transduction as well as data simplification. Most of our formulations are in typical mathematical programming frameworks but a growing interest is in formulations in constraint programming frameworks.
With collaborators I work on applications of my work to areas of social importance such as Neuroscience as well as demonstrative applications in text, social networks and images.
研究兴趣
论文共 221 篇作者统计合作学者相似作者
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AAAI 2024no. 13 (2024): 14124-14131
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM) (2024): 697-705
Proceedings of the 2024 SIAM International Conference on Data Mining (SDM)pp.46-54, (2024)
AISTATSpp.6613-6629, (2023)
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