6 citations · 6 across the 5 of their papers we have counts for
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stat.AP2019
A statistical approach for robust tolerance design
Ambre Diet, Nicolas Couellan, Xavier Gendre +1
Within an industrial manufacturing process, tolerancing is a key player. The dimensions uncertainties management starts during the design phase, with an assessment on variability o…
eess.SP2019
Convolutional Neural Network for Multipath Detection in GNSS Receivers
Evgenii Munin, Antoine Blais, Nicolas Couellan
Global Navigation Satellite System (GNSS) signals are subject to different kinds of events causing significant errors in positioning. This work explores the application of Machine…
cs.LG2019★ 6 cited
The coupling effect of Lipschitz regularization in deep neural networks
Nicolas Couellan
We investigate robustness of deep feed-forward neural networks when input data are subject to random uncertainties. More specifically, we consider regularization of the network by…