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07/03/2023
A numerical variability approach to results stability tests and its application to neuroimaging
Ensuring the long-term reproducibility of data analyses requires results...
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12/13/2022
Numerical Stability of DeepGOPlus Inference
Convolutional neural networks (CNNs) are currently among the most widely...
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12/21/2021
PyTracer: Automatically profiling numerical instabilities in Python
Numerical stability is a crucial requirement of reliable scientific comp...
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09/20/2021
Data Augmentation Through Monte Carlo Arithmetic Leads to More Generalizable Classification in Connectomics
Machine learning models are commonly applied to human brain imaging data...
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06/28/2021