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12/07/2019
An interpretable probabilistic machine learning method for heterogeneous longitudinal studies
Identifying risk factors from longitudinal data requires statistical too...
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07/16/2018
Learning Stochastic Differential Equations With Gaussian Processes Without Gradient Matching
We introduce a novel paradigm for learning non-parametric drift and diff...
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04/18/2018
Bayesian Metabolic Flux Analysis reveals intracellular flux couplings
Metabolic flux balance analyses are a standard tool in analysing metabol...
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03/12/2018
Learning unknown ODE models with Gaussian processes
In conventional ODE modelling coefficients of an equation driving the sy...
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08/18/2015