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01/20/2022
OpenIPDM: A Probabilistic Framework for Estimating the Deterioration and Effect of Interventions on Bridges
This paper describes OpenIPDM software for modelling the deterioration p...
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07/08/2021
Analytically Tractable Hidden-States Inference in Bayesian Neural Networks
With few exceptions, neural networks have been relying on backpropagatio...
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03/09/2021
Analytically Tractable Inference in Deep Neural Networks
Since its inception, deep learning has been overwhelmingly reliant on ba...
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04/20/2020