Olvi L. Mangasarian

Publication Activity (10 Years)

Years Active: 1972-2017
Publications (10 Years): 3

Top Topics

Sufficient Conditions

Horizontally Partitioned

Algebraic Equations

Linear Programming

Top Venues

J. Optim. Theory Appl.

Optim. Methods Softw.

Publications

Olvi L. Mangasarian
Sufficient conditions for the unsolvability and solvability of the absolute value equation. Optim. Lett. 11 (7) (2017)
Glenn Fung, Olvi L. Mangasarian
Unsupervised and Semisupervised Classification Via Absolute Value Inequalities. J. Optim. Theory Appl. 168 (2) (2016)
Olvi L. Mangasarian
A hybrid algorithm for solving the absolute value equation. Optim. Lett. 9 (7) (2015)
Olvi L. Mangasarian
Absolute Value Equation Solution Via Linear Programming. J. Optim. Theory Appl. 161 (3) (2014)
Olvi L. Mangasarian
Linear complementarity as absolute value equation solution. Optim. Lett. 8 (4) (2014)
Glenn Fung, Olvi L. Mangasarian
Privacy-preserving linear and nonlinear approximation via linear programming. Optim. Methods Softw. 28 (1) (2013)
Olvi L. Mangasarian
Absolute value equation solution via dual complementarity. Optim. Lett. 7 (4) (2013)
Olvi L. Mangasarian
Privacy-preserving horizontally partitioned linear programs. Optim. Lett. 6 (3) (2012)
Olvi L. Mangasarian
Primal-dual bilinear programming solution of the absolute value equation. Optim. Lett. 6 (7) (2012)
Olvi L. Mangasarian, Edward W. Wild, Glenn Fung
Proximal Knowledge-based Classification. Stat. Anal. Data Min. 1 (4) (2009)
Olvi L. Mangasarian, Edward W. Wild
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels. DMIN (2008)
Olvi L. Mangasarian, Edward W. Wild
Nonlinear Knowledge-Based Classification. IEEE Trans. Neural Networks 19 (10) (2008)
Olvi L. Mangasarian, Edward W. Wild, Glenn Fung
Privacy-preserving classification of vertically partitioned data via random kernels. ACM Trans. Knowl. Discov. Data 2 (3) (2008)
Olvi L. Mangasarian, Edward W. Wild
Nonlinear Knowledge in Kernel Approximation. IEEE Trans. Neural Networks 18 (1) (2007)
Olvi L. Mangasarian, Gang Kou
Feature Selection for Nonlinear Kernel Support Vector Machines. ICDM Workshops (2007)
Olvi L. Mangasarian, Edward W. Wild
Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues. IEEE Trans. Pattern Anal. Mach. Intell. 28 (1) (2006)
Olvi L. Mangasarian
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization. J. Mach. Learn. Res. 7 (2006)
Olvi L. Mangasarian
Knowledge-Based Linear Programming. SIAM J. Optim. 15 (2) (2005)
Glenn Fung, Olvi L. Mangasarian
Multicategory Proximal Support Vector Machine Classifiers. Mach. Learn. 59 (1-2) (2005)
Olvi L. Mangasarian, J. Ben Rosen, M. E. Thompson
Global Minimization via Piecewise-Linear Underestimation. J. Glob. Optim. 32 (1) (2005)
Olvi L. Mangasarian
Support vector machine classification via parameterless robust linear programming. Optim. Methods Softw. 20 (1) (2005)
Olvi L. Mangasarian, Jude W. Shavlik, Edward W. Wild
Knowledge-Based Kernel Approximation. J. Mach. Learn. Res. 5 (2004)
Glenn Fung, Olvi L. Mangasarian
Finite Newton method for Lagrangian support vector machine classification. Neurocomputing 55 (1-2) (2003)
Glenn Fung, Olvi L. Mangasarian, Jude W. Shavlik
Knowledge-Based Nonlinear Kernel Classifiers. COLT (2003)
Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg
Survival-Time Classification of Breast Cancer Patients. Comput. Optim. Appl. 25 (1-3) (2003)
Olvi L. Mangasarian, David R. Musicant
Large Scale Kernel Regression via Linear Programming. Mach. Learn. 46 (1-3) (2002)
Glenn Fung, Olvi L. Mangasarian
Incremental Support Vector Machine Classification. SDM (2002)
Glenn Fung, Olvi L. Mangasarian, Jude W. Shavlik
Knowledge-Based Support Vector Machine Classifiers. NIPS (2002)
Glenn Fung, Olvi L. Mangasarian, Alexander J. Smola
Minimal Kernel Classifiers. J. Mach. Learn. Res. 3 (2002)
Olvi L. Mangasarian
Data Mining via Support Vector Machines. System Modelling and Optimization (2001)
Glenn Fung, Olvi L. Mangasarian
Proximal support vector machine classifiers. KDD (2001)
Yuh-Jye Lee, Olvi L. Mangasarian
RSVM: Reduced Support Vector Machines. SDM (2001)
Olvi L. Mangasarian, David R. Musicant
Lagrangian Support Vector Machines. J. Mach. Learn. Res. 1 (2001)
Paul S. Bradley, Olvi L. Mangasarian
k-Plane Clustering. J. Glob. Optim. 16 (1) (2000)
Glenn Fung, Olvi L. Mangasarian
Data selection for support vector machine classifiers. KDD (2000)
Olvi L. Mangasarian, David R. Musicant
Robust Linear and Support Vector Regression. IEEE Trans. Pattern Anal. Mach. Intell. 22 (9) (2000)
Olvi L. Mangasarian, David R. Musicant
Active Support Vector Machine Classification. NIPS (2000)
Olvi L. Mangasarian, David R. Musicant
Successive overrelaxation for support vector machines. IEEE Trans. Neural Networks 10 (5) (1999)
Olvi L. Mangasarian
Polyhedral Boundary Projection. SIAM J. Optim. 9 (4) (1999)
Paul S. Bradley, Usama M. Fayyad, Olvi L. Mangasarian
Mathematical Programming for Data Mining: Formulations and Challenges. INFORMS J. Comput. 11 (3) (1999)
Olvi L. Mangasarian, Mikhail V. Solodov
A Linearly Convergent Derivative-Free Descent Method for Strongly Monotone Complementarity Problems. Comput. Optim. Appl. 14 (1) (1999)
Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg
Breast cancer survival and chemotherapy: A support vector machine analysis. Discrete Mathematical Problems with Medical Applications (1999)
Olvi L. Mangasarian
Error bounds for nondifferentiable convex inequalities under a strong Slater constraint qualification. Math. Program. 83 (1998)
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street
Feature Selection via Mathematical Programming. INFORMS J. Comput. 10 (2) (1998)
Paul S. Bradley, Olvi L. Mangasarian
Parsimonious side propagation. ICASSP (1998)
Paul S. Bradley, Olvi L. Mangasarian, J. Ben Rosen
Parsimonious Least Norm Approximation. Comput. Optim. Appl. 11 (1) (1998)
Paul S. Bradley, Olvi L. Mangasarian
Feature Selection via Concave Minimization and Support Vector Machines. ICML (1998)
Olvi L. Mangasarian
Mathematical Programming in Data Mining. Data Min. Knowl. Discov. 1 (2) (1997)
Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street
Clustering via Concave Minimization. NIPS (1996)
Chunhui Chen, Olvi L. Mangasarian
Hybrid misclassification minimization. Adv. Comput. Math. 5 (1) (1996)
W. Nick Street, Olvi L. Mangasarian, William H. Wolberg
An Inductive Learning Approach to Prognostic Prediction. ICML (1995)
Chunhui Chen, Olvi L. Mangasarian
Smoothing methods for convex inequalities and linear complementarity problems. Math. Program. 71 (1995)
Olvi L. Mangasarian, W. Nick Street, William H. Wolberg
Breast Cancer Diagnosis and Prognosis Via Linear Programming. Oper. Res. 43 (4) (1995)
Michael C. Ferris, Olvi L. Mangasarian
Parallel Variable Distribution. SIAM J. Optim. 4 (4) (1994)
Olvi L. Mangasarian, J. Ren
New improved error bounds for the linear complementarity problem. Math. Program. 66 (1994)
Kristin P. Bennett, Olvi L. Mangasarian
Serial and Parallel Multicategory Discrimination. SIAM J. Optim. 4 (4) (1994)
Michael C. Ferris, Olvi L. Mangasarian
Error bounds and strong upper semicontinuity for monotone affine variational inequalities. Ann. Oper. Res. (2) (1993)
Olvi L. Mangasarian, Mikhail V. Solodov
Backpropagation Convergence via Deterministic Nonmonotone Perturbed Minimization. NIPS (1993)
Olvi L. Mangasarian, Mikhail V. Solodov
Nonlinear complementarity as unconstrained and constrained minimization. Math. Program. 62 (1993)
Michael C. Ferris, Olvi L. Mangasarian
Minimum principle sufficiency. Math. Program. 57 (1992)
Olvi L. Mangasarian
Convergence of Iterates of an Inexact Matrix Splitting Algorithm for the Symmetric Monotone Linear Complementarity Problem. SIAM J. Optim. 1 (1) (1991)
Michael C. Ferris, Olvi L. Mangasarian
Parallel Constraint Distribution. SIAM J. Optim. 1 (4) (1991)
Olvi L. Mangasarian
Error Bounds for Nondegenerate Monotone Linear Complementarity Problems. Math. Program. 48 (1990)
Renato De Leone, Olvi L. Mangasarian
Asynchronous parallel successive overrelaxation for the symmetric linear complementarity problem. Math. Program. 42 (1-3) (1988)
Olvi L. Mangasarian, Tzong-Huei Shiau
Error bounds for monotone linear complementarity problems. Math. Program. 36 (1) (1986)
Olvi L. Mangasarian, L. McLinden
Simple bounds for solutions of monotone complementarity problems and convex programs. Math. Program. 32 (1) (1985)
Olvi L. Mangasarian
Sparsity-preserving sor algorithms for separable quadratic and linear programming. Comput. Oper. Res. 11 (2) (1984)
Shih-Ping Han, Olvi L. Mangasarian
A dual differentiable exact penalty function. Math. Program. 25 (3) (1983)
Olvi L. Mangasarian
Locally unique solutions of quadratic programs, linear and nonlinear complementarity problems. Math. Program. 19 (1) (1980)
Shih-Ping Han, Olvi L. Mangasarian
Exact penalty functions in nonlinear programming. Math. Program. 17 (1) (1979)
Olvi L. Mangasarian, W. R. S. Sutherland
Solution of the linear inverse vector optimization problem by a single linear program. Math. Program. 15 (1) (1978)
Olvi L. Mangasarian
Linear complementarity problems solvable by A single linear program. Math. Program. 10 (1) (1976)
Ubaldo M. García-Palomares, Olvi L. Mangasarian
Superlinearly convergent quasi-newton algorithms for nonlinearly constrained optimization problems. Math. Program. 11 (1) (1976)
Olvi L. Mangasarian
Publications. Math. Program. 3 (1) (1972)