Diagonal bundle method with convex and concave updates for large-scale nonconvex and nonsmooth optimization

New diagonal bundle method for clustering problems in large data sets

(2017) Napsu Karmitsa et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems

(2016) Adil M. Bagirov et al.   PATTERN RECOGNITION

A partially inexact bundle method for convex semi-infinite minmax problems

(2015) Antonio Fuduli et al.   Communications in Nonlinear Science and Numerical Simulation

Diagonal Bundle Method for Nonsmooth Sparse Optimization

(2014) Napsu Karmitsa   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

A splitting bundle approach for non-smooth non-convex minimization

(2013) A. Fuduli et al.   OPTIMIZATION

Supervised classification and mathematical optimization

(2012) Emilio Carrizosa et al.   COMPUTERS & OPERATIONS RESEARCH

Fast Bundle Algorithm for Multiple-Instance Learning

(2011) C. Bergeron et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Globally Convergent Cutting Plane Method for Nonconvex Nonsmooth Minimization

(2010) Napsu Karmitsa et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Comparing different nonsmooth minimization methods and software

(2010) N. Karmitsa et al.   OPTIMIZATION METHODS & SOFTWARE

A Redistributed Proximal Bundle Method for Nonconvex Optimization

(2010) Warren Hare et al.   SIAM JOURNAL ON OPTIMIZATION

Gradient set splitting in nonconvex nonsmooth numerical optimization

(2009) Manlio Gaudioso et al.   OPTIMIZATION METHODS & SOFTWARE

Non-smoothness in classification problems

(2008) A. Astorino et al.   OPTIMIZATION METHODS & SOFTWARE

A Trust Region Spectral Bundle Method for Nonconvex Eigenvalue Optimization

(2008) P. Apkarian et al.   SIAM JOURNAL ON OPTIMIZATION