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Healthy AI Lab at Chalmers University of Technology About Code & data News People Workshop The Healthy AI Lab at Chalmers University of Technology conducts academic research into machine learning and artificial intelligence motivated by challenges in healthcare: causality, decision-making and clinical applications. The lab is led by Fredrik Johansson . » Read more about our research and our group Posts & news --> Sharing pattern submodels for prediction with missing values Lena Stempfle, Ashkan Panahi, Fredrik Johansson AAAI 2023 (To appear) [Paper URL] Missing values are unavoidable in many applications of machine learning and present a challenge both during training and at test time. When variables are missing in recurring patterns, fitting separate pattern submodels have been proposed as a solution. However, independent models do not make efficient use of all available data. Conversely, fitting a shared model to the full data set typically relies on imputation which may be

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