Publications (in journals)

as of November 2011
other communications (conf', talks,...) available upon request
  • On the bridge between combinatorial optimization and nonlinear optimization: a family of semidefinite bounds for 0-1 quadratic problems leading to quasi-Newton methods
    Jerome Malick and Frederic Roupin
    Under final revision to Mathematical Programming (2011) [preprint coming soon]
  • Projection-like retractions on matrix manifolds
    P.-A. Absil and Jerome Malick
    To appear in SIAM Journal on Optimization (2011) [preprint]
  • Solving k-cluster to optimality with semidefinite programming
    Jerome Malick and Frederic Roupin
    To appear in Mathematical Programming (2011) [preprint]
  • A fresh variational-analysis look at the positive semidefinite matrices world
    Jean-Baptiste Hiriart-Urruty and Jerome Malick
    To appear in Journal of Optimization Theory and Applications (2011) [preprint]
  • Inexact proximal algorithms for differentiable optimization
    Marc Fuentes, Jerome Malick and Claude Lemarechal
    Under revision to Computational Optimization and Applications (2009) [preprint]
  • A formulation of the linear discrete Coulomb friction problem via convex optimization
    Acary Vincent, Florent Cadoux, Claude Lemaréchal and Jerome Malick
    "ZAMM" Journal of Applied Mathematics & Mechanics (2010) [paper]
  • Projection methods in conic optimization
    Didier Henrion and Jerome Malick
    To appear in Handbook of Semidefinite, Conic and Polynomial Optimization (2010) [preprint]
  • Existence of a fixed point of a nonsmooth function arising in numerical mechanics
    Florent Cadoux and Jerome Malick
    Set-Valued and Variational Analysis (2010) [preprint] [paper]
  • Numerical Study of Semidefinite Bounds for the k-cluster Problem
    Jerome Malick and Frederic Roupin
    Electronic Notes in Discrete Mathematics (2010) [paper] [preprint]
  • Locally symmetric manifolds lift up to spectral manifolds
    Aris Daniilidis, Jerome Malick and Hristo Sendov
    Submitted to Advances in Maths (2009) [preprint]
  • Projection methods for conic feasibility problems;
    applications to sum-of-squares decompositions
    Didier Henrion, Jerome Malick
    Optimization Methods and Software (2009) [paper]
  • Regularization methods for semidefinite programming
    Jerome Malick, Janez Povh, Franz Rendl and Angelika Wiegele
    SIAM Journal on Optimization (2009) [preprint] [paper]
  • Local convergence of nonconvex averaged and alternating projections
    Adrian Lewis, Russel Luke and Jerome Malick
    Foundations of Computational Mathematics (2009) [preprint] [paper]
  • Prox-regularity of spectral functions and spectral sets
    Aris Daniilidis, Adrian Lewis, Jerome Malick and Hristo Sendov
    Journal of Convex Analysis (2008) [preprint] [paper]
  • Alternating projections on manifolds
    Adrian Lewis and Jerome Malick
    Mathematics of Operations Research (2008) [preprint] [paper]
  • Spherical constraint in Boolean quadratic programming
    Jerome Malick
    Journal of Global Optimization (2007) [paper] [pdf]
  • Geometrical interpretation of the proximal-type algorithms in structured optimization problems
    Aris Daniilidis and Jerome Malick and Warren Hare
    Optimization (2006) [paper] [pdf]
  • Clarke Generalized Jacobian of the Projection onto the Cone of Positive Semidefinite Matrices
    Jerome Malick and Hristo Sendov
    Set-Valued Analysis (2006) [paper] [inria]
  • U-Newton methods for nonsmooth convex minimization
    Jerome Malick and Scott Miller
    Mathematical Programming (2005) [paper] [inria]
  • Filling the gap between lower-C1 and lower-C2 functions
    Aris Daniilidis and Jerome Malick
    Journal of Convex Analysis (2005) [paper]
  • A dual approach to semidefinite least-squares problems
    Jerome Malick
    SIAM Journal of Matrix Analysis and Applications (2004) [paper]