基本信息
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职业迁徙
个人简介
My work is in advancing tools for human-centred data analysis. In contrast to machine learning methods that aim for automation (e.g., self-driving cars), human-centred data analysis methods aim to empower human users. In order to be effective, such methods and their results must be simple and interpretable yet provide valid answers to critical analysis questions.
I am interested in all aspects of data analysis methods: learning-theoretic foundations, efficient algorithms, and concrete applications. For the latter, I particularly focus on supporting scientific discoveries. For example, I collaborate with materials science researchers to pursue the data-driven discovery of novel functional materials.
I am interested in all aspects of data analysis methods: learning-theoretic foundations, efficient algorithms, and concrete applications. For the latter, I particularly focus on supporting scientific discoveries. For example, I collaborate with materials science researchers to pursue the data-driven discovery of novel functional materials.
研究兴趣
论文共 75 篇作者统计合作学者相似作者
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CoRR (2024)
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2023 45TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY, EMBC (2023): 1-4
POLYMER CHEMISTRYno. 14 (2023): 1622-1629
JOURNAL OF COMPUTATIONAL NEUROSCIENCE (2023): S25-S26
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Journal of chemical information and modelingno. 11 (2023): 3288-3306
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JOURNAL OF MAGNESIUM AND ALLOYSno. 10 (2023): 3620-3633
International journal of neural systemsno. 5 (2023): 2350024-2350024:20
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