Olvi L. Mangasarian

Optim. Lett., 2017

2016

Unsupervised and Semisupervised Classification Via Absolute Value Inequalities.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2016

2015

A hybrid algorithm for solving the absolute value equation.

[BibT_eX]

[DOI]

Optim. Lett., 2015

2014

Linear complementarity as absolute value equation solution.

[BibT_eX]

[DOI]

Optim. Lett., 2014

Absolute Value Equation Solution Via Linear Programming.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2014

2013

Privacy-preserving linear and nonlinear approximation via linear programming.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2013

Absolute value equation solution via dual complementarity.

[BibT_eX]

[DOI]

Optim. Lett., 2013

2012

Primal-dual bilinear programming solution of the absolute value equation.

[BibT_eX]

[DOI]

Optim. Lett., 2012

Privacy-preserving horizontally partitioned linear programs.

[BibT_eX]

[DOI]

Optim. Lett., 2012

2011

Privacy-preserving linear programming.

[BibT_eX]

[DOI]

Optim. Lett., 2011

Equivalence of Minimal ℓ0- and ℓp-Norm Solutions of Linear Equalities, Inequalities and Linear Programs for Sufficiently Small p.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2011

Probability of unique integer solution to a system of linear equations.

[BibT_eX]

[DOI]

Benjamin Recht

Eur. J. Oper. Res., 2011

2010

Privacy-Preserving Random Kernel Classification of Checkerboard Partitioned Data.

[BibT_eX]

[DOI]

Proceedings of the Data Mining - Special Issue in Annals of Information Systems, 2010

Uniqueness of integer solution of linear equations.

[BibT_eX]

[DOI]

Optim. Lett., 2010

2009

Proximal Knowledge-based Classification.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2009

Knapsack feasibility as an absolute value equation solvable by successive linear programming.

[BibT_eX]

[DOI]

Optim. Lett., 2009

A generalized Newton method for absolute value equations.

[BibT_eX]

[DOI]

Optim. Lett., 2009

2008

Nonlinear Knowledge-Based Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Privacy-preserving classification of vertically partitioned data via random kernels.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2008

Chunking for massive nonlinear kernel classification.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2008

Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels.

[BibT_eX]

Proceedings of The 2008 International Conference on Data Mining, 2008

2007

Nonlinear Knowledge in Kernel Approximation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2007

Absolute value equation solution via concave minimization.

[BibT_eX]

[DOI]

Optim. Lett., 2007

Absolute value programming.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2007

Feature Selection for Nonlinear Kernel Support Vector Machines.

[BibT_eX]

[DOI]

Gang Kou

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Linear programming with MATLAB.

[BibT_eX]

Stephen J. Wright

MPS-SIAM series on optimization 7, SIAM, ISBN: 978-0-89871-643-6, 2007

2006

Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2006

Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2006

Nonconvex Piecewise-Quadratic Underestimation for Global Minimization.

[BibT_eX]

[DOI]

J. Glob. Optim., 2006

Convex Kernel Underestimation of Functions with Multiple Local Minima.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2006

Breast Tumor Susceptibility to Chemotherapy Via Support Vector Machines.

[BibT_eX]

[DOI]

Comput. Manag. Sci., 2006

2005

Knowledge-Based Linear Programming.

[BibT_eX]

[DOI]

SIAM J. Optim., 2005

Support vector machine classification via parameterless robust linear programming.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2005

Multicategory Proximal Support Vector Machine Classifiers.

[BibT_eX]

[DOI]

Mach. Learn., 2005

Global Minimization via Piecewise-Linear Underestimation.

[BibT_eX]

[DOI]

J. Glob. Optim., 2005

2004

Knowledge-Based Kernel Approximation.

[BibT_eX]

[DOI]

Jude W. Shavlik

J. Mach. Learn. Res., 2004

A Feature Selection Newton Method for Support Vector Machine Classification.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2004

2003

Finite Newton method for Lagrangian support vector machine classification.

[BibT_eX]

[DOI]

Neurocomputing, 2003

Survival-Time Classification of Breast Cancer Patients.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2003

Knowledge-Based Nonlinear Kernel Classifiers.

[BibT_eX]

[DOI]

Jude W. Shavlik

Proceedings of the Computational Learning Theory and Kernel Machines, 2003

2002

A finite newton method for classification.

[BibT_eX]

[DOI]

Optim. Methods Softw., 2002

Large Scale Kernel Regression via Linear Programming.

[BibT_eX]

[DOI]

Mach. Learn., 2002

Minimal Kernel Classifiers.

[BibT_eX]

[DOI]

Alexander J. Smola

J. Mach. Learn. Res., 2002

Set Containment Characterization.

[BibT_eX]

[DOI]

J. Glob. Optim., 2002

Incremental Support Vector Machine Classification.

[BibT_eX]

[DOI]

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Knowledge-Based Support Vector Machine Classifiers.

[BibT_eX]

[DOI]

Jude W. Shavlik

Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002

2001

Lagrangian Support Vector Machines.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2001

SSVM: A Smooth Support Vector Machine for Classification.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2001

RSVM: Reduced Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the First SIAM International Conference on Data Mining, 2001

Proximal support vector machine classifiers.

[BibT_eX]

[DOI]

Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Data Mining via Support Vector Machines.

[BibT_eX]

Proceedings of the System Modelling and Optimization XX, 2001

2000

Robust Linear and Support Vector Regression.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2000

k-Plane Clustering.

[BibT_eX]

[DOI]

J. Glob. Optim., 2000

Active Support Vector Machine Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 13, 2000

Data selection for support vector machine classifiers.

[BibT_eX]

[DOI]

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999

Successive overrelaxation for support vector machines.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1999

Polyhedral Boundary Projection.

[BibT_eX]

[DOI]

SIAM J. Optim., 1999

Arbitrary-norm separating plane.

[BibT_eX]

[DOI]

Oper. Res. Lett., 1999

Mathematical Programming for Data Mining: Formulations and Challenges.

[BibT_eX]

[DOI]

Usama M. Fayyad

INFORMS J. Comput., 1999

A Linearly Convergent Derivative-Free Descent Method for Strongly Monotone Complementarity Problems.

[BibT_eX]

[DOI]

Mikhail V. Solodov

Comput. Optim. Appl., 1999

Breast cancer survival and chemotherapy: A support vector machine analysis.

[BibT_eX]

[DOI]

Proceedings of the Discrete Mathematical Problems with Medical Applications, 1999

1998

Error bounds for nondifferentiable convex inequalities under a strong Slater constraint qualification.

[BibT_eX]

[DOI]

Math. Program., 1998

Feature Selection via Mathematical Programming.

[BibT_eX]

[DOI]

INFORMS J. Comput., 1998

Parsimonious Least Norm Approximation.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 1998

Feature Selection via Concave Minimization and Support Vector Machines.

[BibT_eX]

Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998

Parsimonious side propagation.

[BibT_eX]

[DOI]

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Mathematical Programming in Data Mining.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 1997

1996

Dedication.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 1996

A class of smoothing functions for nonlinear and mixed complementarity problems.

[BibT_eX]

[DOI]

Chunhui Chen

Comput. Optim. Appl., 1996

Hybrid misclassification minimization.

[BibT_eX]

[DOI]

Chunhui Chen

Adv. Comput. Math., 1996

Clustering via Concave Minimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

Breast Cancer Wisconsin (Prognostic).

[BibT_eX]

[DOI]

Dataset, November, 1995

Breast Cancer Wisconsin (Diagnostic).

[BibT_eX]

[DOI]

Dataset, October, 1995

The Extended Linear Complementarity Problem.

[BibT_eX]

[DOI]

Jong-Shi Pang

SIAM J. Matrix Anal. Appl., 1995

Smoothing methods for convex inequalities and linear complementarity problems.

[BibT_eX]

[DOI]

Chunhui Chen

Math. Program., 1995

The linear complementarity problem as a separable bilinear program.

[BibT_eX]

[DOI]

J. Glob. Optim., 1995

Breast Cancer Diagnosis and Prognosis Via Linear Programming.

[BibT_eX]

[DOI]

Oper. Res., 1995

An Inductive Learning Approach to Prognostic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 1995

1994

Parallel Variable Distribution.

[BibT_eX]

[DOI]

SIAM J. Optim., 1994

Serial and Parallel Multicategory Discrimination.

[BibT_eX]

[DOI]

Kristin P. Bennett

SIAM J. Optim., 1994

Error bounds for inconsistent linear inequalities and programs.

[BibT_eX]

[DOI]

Oper. Res. Lett., 1994

New improved error bounds for the linear complementarity problem.

[BibT_eX]

[DOI]

J. Ren

Math. Program., 1994

New Error Bounds for the Linear Complementarity Problem.

[BibT_eX]

[DOI]

Math. Oper. Res., 1994

Misclassification minimization.

[BibT_eX]

[DOI]

J. Glob. Optim., 1994

1993

Nonlinear complementarity as unconstrained and constrained minimization.

[BibT_eX]

[DOI]

Mikhail V. Solodov

Math. Program., 1993

Mathematical Programming in Neural Networks.

[BibT_eX]

[DOI]

INFORMS J. Comput., 1993

Bilinear separation of two sets inn-space.

[BibT_eX]

[DOI]

Kristin P. Bennett

Comput. Optim. Appl., 1993

Error bounds and strong upper semicontinuity for monotone affine variational inequalities.

[BibT_eX]

[DOI]

Ann. Oper. Res., 1993

Backpropagation Convergence via Deterministic Nonmonotone Perturbed Minimization.

[BibT_eX]

[DOI]

Mikhail V. Solodov

Proceedings of the Advances in Neural Information Processing Systems 6, 1993

1992

Minimum principle sufficiency.

[BibT_eX]

[DOI]

Math. Program., 1992

1991

Convergence of Iterates of an Inexact Matrix Splitting Algorithm for the Symmetric Monotone Linear Complementarity Problem.

[BibT_eX]

[DOI]

SIAM J. Optim., 1991

Parallel Constraint Distribution.

[BibT_eX]

[DOI]

SIAM J. Optim., 1991

1990

Error Bounds for Nondegenerate Monotone Linear Complementarity Problems.

[BibT_eX]

[DOI]

Math. Program., 1990

1988

Asynchronous parallel successive overrelaxation for the symmetric linear complementarity problem.

[BibT_eX]

[DOI]

Renato De Leone

Math. Program., 1988

1986

Error bounds for monotone linear complementarity problems.

[BibT_eX]

[DOI]

Tzong-Huei Shiau

Math. Program., 1986

1985

Simple bounds for solutions of monotone complementarity problems and convex programs.

[BibT_eX]

[DOI]

L. McLinden

Math. Program., 1985

A Condition Number for Differentiable Convex Inequalities.

[BibT_eX]

[DOI]

Math. Oper. Res., 1985

1984

Sparsity-preserving sor algorithms for separable quadratic and linear programming.

[BibT_eX]

[DOI]

Comput. Oper. Res., 1984

1983

A dual differentiable exact penalty function.

[BibT_eX]

[DOI]

Shih-Ping Han

Math. Program., 1983

1980

Locally unique solutions of quadratic programs, linear and nonlinear complementarity problems.

[BibT_eX]

[DOI]

Math. Program., 1980

1979

Exact penalty functions in nonlinear programming.

[BibT_eX]

[DOI]

Shih-Ping Han

Math. Program., 1979

Simplified Characterizations of Linear Complementarity Problems Solvable as Linear Programs.

[BibT_eX]

[DOI]

Math. Oper. Res., 1979

1978

Solution of the linear inverse vector optimization problem by a single linear program.

[BibT_eX]

[DOI]

W. R. S. Sutherland

Math. Program., 1978

1976

Linear complementarity problems solvable by A single linear program.

[BibT_eX]

[DOI]

Ubaldo M. García-Palomares

Math. Program., 1976

Superlinearly convergent quasi-newton algorithms for nonlinearly constrained optimization problems.

[BibT_eX]

[DOI]

Math. Program., 1976

1972

Publications.

[BibT_eX]

[DOI]

Math. Program., 1972

1968

Multisurface method of pattern separation.

[BibT_eX]

[DOI]