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07/05/2023
Transgressing the boundaries: towards a rigorous understanding of deep learning and its (non-)robustness
The recent advances in machine learning in various fields of application...
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01/30/2023
Long Short-Term Memory Neural Network for Temperature Prediction in Laser Powder Bed Additive Manufacturing
In context of laser powder bed fusion (L-PBF), it is known that the prop...
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06/22/2021
Choice of Damping Coefficient in Langevin Dynamics
This article considers the application of Langevin dynamics to sampling ...
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02/18/2021
Nonasymptotic bounds for suboptimal importance sampling
Importance sampling is a popular variance reduction method for Monte Car...
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12/12/2019
