DC programming: overview

Conical Algorithm in Global Optimization for Optimizing over Efficient Sets

Journal of Global Optimization

Finding GM-estimators with global optimization techniques

Journal of Global Optimization

D.C. programming approach for multicommodity network optimization problems with step increasing cost functions

Journal of Global Optimization

Duality principles for optimization problems dealing with the difference of vector-valued convex mappings

Journal of Optimization Theory and Applications

Undominated d.c. Decompositions of Quadratic Functions and Applications to Branch-and-Bound Approaches

Computational Optimization and Applications

A DC-programming algorithm for kernel selection

ICML '06 Proceedings of the 23rd international conference on Machine learning

An Algorithm for Approximate Multiparametric Convex Programming

Computational Optimization and Applications

Sparse eigen methods by D.C. programming

Proceedings of the 24th international conference on Machine learning

Brief paper: A set-membership state estimation algorithm based on DC programming

Automatica (Journal of IFAC)

Brief paper: An algorithm for bounded-error identification of nonlinear systems based on DC functions

Automatica (Journal of IFAC)

Metric embedding for kernel classification rules

Proceedings of the 25th international conference on Machine learning

MAP-Inference for Highly-Connected Graphs with DC-Programming

Proceedings of the 30th DAGM symposium on Pattern Recognition

On characterization of fuzzy vectors and its applications to fuzzy mathematical programming problems

Fuzzy Sets and Systems

A branch and reduce approach for solving a class of low rank d.c. programs

Journal of Computational and Applied Mathematics

Constructing a DC decomposition for ordered median problems

Journal of Global Optimization

Kernel Methods in Computer Vision

Foundations and Trends® in Computer Graphics and Vision

Locating Objects in the Plane Using Global Optimization Techniques

Mathematics of Operations Research

Multiclass probabilistic kernel discriminant analysis

IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence

Recovering sparse signals with a certain family of nonconvex penalties and DC programming

IEEE Transactions on Signal Processing

A Heuristic for Nonlinear Global Optimization

INFORMS Journal on Computing

Improved lower bounds on capacities of symmetric 2D constraints using Rayleigh quotients

IEEE Transactions on Information Theory

Brief paper: On the computation of convex robust control invariant sets for nonlinear systems

Automatica (Journal of IFAC)

On the norm of a dc function

Journal of Global Optimization

The theoretical and empirical rate of convergence for geometric branch-and-bound methods

Journal of Global Optimization

A new linearization method for generalized linear multiplicative programming

Computers and Operations Research

Learning ECOC and dichotomizers jointly from data

ICONIP'10 Proceedings of the 17th international conference on Neural information processing: theory and algorithms - Volume Part I

The directional subdifferential of the difference of two convex functions

Journal of Global Optimization

Sensorless supervision of linear dynamical systems: The Feed-Forward Command Governor approach

Automatica (Journal of IFAC)

Combining DC-programming and steepest-descent to solve the single-vehicle inventory routing problem

Computers and Industrial Engineering

The hill detouring method for minimizing hinging hyperplanes functions

Computers and Operations Research

Forecasting foreign exchange rates using kernel methods

Expert Systems with Applications: An International Journal

An outcome space algorithm for optimization over the weakly efficient set of a multiple objective nonlinear programming problem

Journal of Global Optimization

Exact penalty and error bounds in DC programming

Journal of Global Optimization

A proof of convergence of the concave-convex procedure using zangwill's theory

Neural Computation

Clustering and the perturbed spatial median

Mathematical and Computer Modelling: An International Journal

Solving a class of low rank d.c. programs via a branch and bound approach: A computational experience

Operations Research Letters

A review of optimization methodologies in support vector machines

Neurocomputing

Modeling disease progression via fused sparse group lasso

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

On the impact of symmetry-breaking constraints on spatial Branch-and-Bound for circle packing in a square

Discrete Applied Mathematics

Robust semidefinite programming problems with general nonlinear parameter dependence: Approaches using the DC-representations

Automatica (Journal of IFAC)

Power allocation in the TV white space under constraint on secondary system self-interference

Journal of Electrical and Computer Engineering

Regularized bundle methods for convex and non-convex risks

The Journal of Machine Learning Research

A comparison of typical ℓp minimization algorithms

Neurocomputing

A class of semi-supervised support vector machines by DC programming

Advances in Data Analysis and Classification

Convex and scalable weakly labeled SVMs

The Journal of Machine Learning Research

A parametric branch and bound approach to suboptimal explicit hybrid MPC

Automatica (Journal of IFAC)