基本信息
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Bio
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.
Research Interests
Papers共 275 篇Author StatisticsCo-AuthorSimilar Experts
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Sylwia Oziębło, Jakub Mizera, Agata Górska, Mateusz Krzyziński,Paweł Karpiński,Anna Markiewicz, Maria Małgorzata Sąsiadek,Bożena Romanowska-Dixon,Przemysław Biecek,Mai P Hoang, Antonina J Mazur,Piotr Donizy
Cellsno. 16 (2024)
The British journal of ophthalmologyno. 7 (2024): 1005-1010
INFORMATION FUSIONno. C (2024): 102303
Lecture Notes in Computer Science Machine Learning and Knowledge Discovery in Databases Research Trackpp.125-142, (2024)
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)
CoRR (2024)
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Author Statistics
#Papers: 261
#Citation: 3149
H-Index: 26
G-Index: 50
Sociability: 7
Diversity: 3
Activity: 111
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