基本信息
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职业迁徙
个人简介
My personal mission is to enhance human capabilities by supporting them through access to data-driven and knowledge-based predictions. I execute it by developing methods and tools for responsible machine learning, trustworthy artificial intelligence and reliable software engineering.
I am interested in predictive modeling of large and complex data, data visualization and model interpretability. My main research project is DrWhy.AI - tools and methods for exploration, explanation and debugging of predictive models. Other research activities are focused on applications, mainly high-throughput genetic profiling in oncology. Also I’m interested in evidence based education, evidence based medicine, general machine learning and statistical software engineering (an R enthusiast). Big believer of data-literacy.
I am interested in predictive modeling of large and complex data, data visualization and model interpretability. My main research project is DrWhy.AI - tools and methods for exploration, explanation and debugging of predictive models. Other research activities are focused on applications, mainly high-throughput genetic profiling in oncology. Also I’m interested in evidence based education, evidence based medicine, general machine learning and statistical software engineering (an R enthusiast). Big believer of data-literacy.
研究兴趣
论文共 274 篇作者统计合作学者相似作者
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The British journal of ophthalmologyno. 7 (2024): 1005-1010
INFORMATION FUSIONno. C (2024): 102303
Avigyan Bhattacharya,Tapabrata Chakraborti, Subhadip Basu,Alistair Knott,Dino Pedreschi, Raja G. Chatila,Susan Leavy, David M. Eyers, Paul D. Teal,Przemyslaw Biecek
Web Science Conferencepp.75-84, (2024)
Computational Statistics (2024): 1-25
CoRR (2024)
引用0浏览0EI引用
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BioData Miningno. 1 (2024): 1-23
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