CORDIS Project
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This project focuses on enhancing the understanding of complex systems through probabilistic graphical models. It aims to address challenges in data analysis, particularly in inferring relationships among variables when faced with imperfect measurements and latent variables.
Modern science increasingly relies on insights gained from sophisticated analyses of large data sets.
An ambitious goal of such data-driven discovery is to understand complex systems via statistical analysis of multivariate data on the activity of their interacting units.
Probabilistic graphical models, the topic of this project, are tailored to the task.
The models facilitate refined yet tractable data exploration by using graphs to represent complex stochastic dependencies between considere…
TECHNISCHE UNIVERSITAET MUENCHEN
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