Publications

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.