Nicolas Couellan

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The coupling effect of Lipschitz regularization in deep neural networks pdf

Nicolas Couellan, 2019, ArXiv.

On the Use of Generative Adversarial Networks for Aircraft Trajectory Generation and Atypical Approach Detection

Daniel Delahaye, Nicolas Couellan, Gabriel Jarry, 2019, Lecture Notes in Electrical Engineering.

Self-adaptive Support Vector Machine: A multi-agent optimization perspective

Tom Jorquera, Jean-Pierre Georgé, Nicolas Couellan, 2015, Expert Syst. Appl..

GNSS Multipath Detection Using Embedded Deep CNN on Intel® Neural Compute Stick

Nicolas Couellan, Antoine Blais, Evgenii Munin, 2020 .

Bi-level stochastic gradient for large scale support vector machine

Nicolas Couellan, Wenjuan Wang, Nicolas P. Couellan, 2015, Neurocomputing.

Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers pdf

Nicolas Couellan, Sophie Jan, Nicolas P. Couellan, 2017, ArXiv.

A Chernov bound for robust tolerance design and application

Nicolas Couellan, Xavier Gendre, Ambre Diet, 2020, The International Journal of Advanced Manufacturing Technology.

Uncertainty-safe large scale support vector machines

Nicolas Couellan, Wenjuan Wang, Nicolas P. Couellan, 2017, Comput. Stat. Data Anal..

A note on supervised classification and Nash-equilibrium problems

Nicolas Couellan, Nicolas P. Couellan, 2017, RAIRO Oper. Res..

Incremental accelerated gradient methods for SVM classification: study of the constrained approach

Nicolas Couellan, Sophie Jan, Nicolas P. Couellan, 2014, Comput. Manag. Sci..

A statistical approach for robust tolerance design

Nicolas Couellan, Xavier Gendre, Ambre Diet, 2019, 1912.09365.

Feature uncertainty bounds for explicit feature maps and large robust nonlinear SVM classifiers

Nicolas Couellan, Sophie Jan, 2019, Annals of Mathematics and Artificial Intelligence.

Using Wasserstein-2 regularization to ensure fair decisions with Neural-Network classifiers pdf

Laurent Risser, Jean-Michel Loubes, Nicolas Couellan, 2019, ArXiv.

Convolutional Neural Network for Multipath Detection in GNSS Receivers

Nicolas Couellan, Antoine Blais, Evgenii Munin, 2019, 2020 International Conference on Artificial Intelligence and Data Analytics for Air Transportation (AIDA-AT).

Interior Point Methods for Supervised Training of Artificial Neural Networks with Bounded Weights

Nicolas Couellan, Theodore B. Trafalis, Tarek A. Tutunji, 1997 .