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个人简介
A pure Bayesian in education, I spent years building probabilistic models that uncover the latent structure in data. My work focused on methodology and was applied on a plurality of data, from genomics to relational. Most recently, I moved away from methodology driven research and got interested in solving challenges in the real world and most recently in the domain of Health. I constructed models for the prediction of adverse patient outcomes in a hospital. I mostly worked on time-series using probabilistic but also deep learning approaches. I am a firm believer on co-developing the ML models with the users they intend to assist.
研究兴趣
论文共 16 篇作者统计合作学者相似作者
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CoRR (2024)
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CoRR (2023)
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ACM Transactions on Computer-Human Interactionno. 5 (2023): 79:1-79:33
Konstantina Palla,Stephanie L. Hyland,Karen Posner,Pratik Ghosh,Bala Nair,Melissa Bristow, Yoana Paleva,Ben Williams,Christine Fong, Wil Van Cleve,Dustin R. Long, Ronald Pauldine,
Cheng Zhang, Reinhard Sebastian Bernhard Nowozin,Ameera Patel,Danielle Charlotte Mary Belgrave,Konstantina Palla,Anja Thieme,Iain Edward Buchan,Chao Ma,Sebastian Tschiatschek,Jose Miguel Hernandez Lobato
user-5f3206704c775e3a7964bd8b(2020)
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