Nicolas P. Couellan

15 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2021 J jnl
Probabilistic robustness estimates for feed-forward neural networks.
Neural Networks
Nicolas P. Couellan
2021 J jnl
The Coupling Effect of Lipschitz Regularization in Neural Networks.
SN Comput. Sci.
Nicolas P. Couellan
2020 J jnl
Feature uncertainty bounds for explicit feature maps and large robust nonlinear SVM classifiers.
Ann. Math. Artif. Intell.
Nicolas P. Couellan, Sophie Jan
2019 J jnl
The coupling effect of Lipschitz regularization in deep neural networks.
CoRR
Nicolas P. Couellan
2019 J jnl
Using Wasserstein-2 regularization to ensure fair decisions with Neural-Network classifiers.
CoRR
Laurent Risser, Quentin Vincenot, Nicolas P. Couellan, Jean-Michel Loubes
2017 J jnl
A note on supervised classification and Nash-equilibrium problems.
RAIRO Oper. Res.
Nicolas P. Couellan
2017 J jnl
Feature uncertainty bounding schemes for large robust nonlinear SVM classifiers.
CoRR
Nicolas P. Couellan, Sophie Jan
2017 J jnl
Uncertainty-safe large scale support vector machines.
Comput. Stat. Data Anal.
Nicolas P. Couellan, Wenjuan Wang
2015 J jnl
Bi-level stochastic gradient for large scale support vector machine.
Neurocomputing
Nicolas P. Couellan, Wenjuan Wang
2015 J jnl
Self-adaptive Support Vector Machine: A multi-agent optimization perspective.
Expert Syst. Appl.
Nicolas P. Couellan, Sophie Jan, Tom Jorquera, Jean-Pierre Georgé
2014 J jnl
Incremental accelerated gradient methods for SVM classification: study of the constrained approach.
Comput. Manag. Sci.
Nicolas P. Couellan, Sophie Jan
2013 J jnl
An incremental primal-dual method for nonlinear programming with special structure.
Optim. Lett.
Nicolas P. Couellan, Theodore B. Trafalis
2013 J jnl
On-line SVM learning via an incremental primal-dual technique.
Optim. Methods Softw.
Nicolas P. Couellan, Theodore B. Trafalis
1997 — conf
Training of supervised neural networks via a nonlinear primal-dual interior-point method.
ICNN
Theodore B. Trafalis, Nicolas P. Couellan, Sébastien C. Bertrand
1996 J jnl
Neural network training via an affine scaling quadratic optimization algorithm.
Neural Networks
Theodore B. Trafalis, Nicolas P. Couellan