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Probabilistic Modeling

Machine Learning and Statistics, based on the bayesian premise that parameters are random variables. Enables generative models, density estimation, and uncertainty quantification.

Probabilistic Modeling Image
Bayes’s Theorem
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Probabilistic Modeling in Helmholtz Imaging CONNECT:

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Center
Deutsches Elektronen-Synchrotron (DESY)

DESY is one of the world’s leading accelerator centres. Researchers use the large-scale facilities at DESY to explore the microcosm in all its variety – from the interactions of tiny elementary particles and the behaviour …

In Helmholtz Imaging CONNECT
➤Applications: 153 ➤Facilities: 4 ➤Instruments: 21 ➤Labs: 85 ➤Modalities: 236 ➤Experts: 33 ➤Solutions: 4
Center
Deutsches Krebsforschungszentrum (DKFZ)

More than 450,000 people are diagnosed with cancer each year in Germany. Cancer is a disease that poses enormous challenges to research, because every cancer is different and its course can vary immensely even from …

In Helmholtz Imaging CONNECT
➤Applications: 40 ➤Facilities: 0 ➤Instruments: 6 ➤Labs: 17 ➤Modalities: 31 ➤Experts: 29 ➤Solutions: 9
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