Publications in journals
- N. Couellan, S. Jan
Feature uncertainty bounds for explicit feature maps and large robust nonlinear SVM classifiers,
Annals of Mathematics and Artificial Intelligence, 1-21.
DOI : 10.1007/s10472-019-09676-0
2019 - M. Bondouy, S. Jan, S. Laporte, Ch. Bès
Optimal surrogates selection for embedded, hierarchical multilevel aircraft models,
IEEE Transactions on Aerospace and Electronic Systems, vol. 51, no 4, pp 3415-3426.
2015 - N. Couellan, S. Jan, T. Jorquera, J-P. Georgé.
Self Adaptive Support Vector Machine: A Multi-Agent Optimization Perspective,
Expert Systems With Applications, 42, 9, 4284-4298.
2015 - N. Couellan, and S. Jan.
Incremental accelerated gradient methods for SVM classification : study of the constrained approach.
Computational Management Science.
2013 - S. Jan.
Minimizing the fuel consumption of a vehicle from the Shell Eco-marathon: a numerical study
ESAIM: Control, Optimisation and Calculus of Variations, Volume 19 Issue 02, pp 516-532
2013. - V. Baudoui, P. Klotz, J.-B. Hiriart-Urruty, S. Jan, F. Morel.
LOcal Uncertainty Processing (LOUP) method for multidisciplinary robust design optimization.
Struct. Multidiscip. Optim. 46, 5, 711-726
2012 - M. Hassine, S. Jan, and M. Masmoudi.
From differential calculus to 0-1 topological optimization.
SIAM J. Control Optim., 45(6):1965–1987 (electronic),
2007. - P. Armand, J. C. Gilbert et S. Jan-Jégou.
A BFGS-IP algorithm for solving strongly convex optimization problems with feasibility enforced by an exact penalty approach.
Mathematical Programming, Ser. B 92, pp. 393-424,
2002. - P. Armand, J. C. Gilbert and S. Jan-Jégou.
A feasible BFGS interior point algorithm for solving convex minimization problems.
SIAM Journal of Optimization, Vol. 11, No. 1, pp. 199-222,
2000. - S. Jégou.
Using Maple for Symbolic Differentiation to Solve Inverse Problems.
MapleTech, Vol. 4, No. 2, pp. 32-40,
1997.
In proceedings
- F. Muradore, T. Dreher et S. Jan.
Windshield shape optimization using neural network.
SAE 2004 World Congress.
2004. - G. Chavent, J. Jaffré and S. Jan-Jégou.
Estimation of relative permeabilities in three-phase flow in porous media.
Inverse Problems, Vol. 15, No. 1, pp 33-39,
1999. - G. Chavent, J. Jaffré, S. Jégou and J. Liu.
A Symbolic Code Generator for Parameter Estimation,
in Computational Differentiation : Techniques, Applications, and Tools,
M. Berz, C. Bischof, G. Corliss and A. Griewank, eds, SIAM, pp 129-136,
1997.