Olvi L. Mangasarian

Paul S. Bradley, Olvi L. Mangasarian, 1998, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181).

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

Olvi L. Mangasarian, W. R. S. Sutherland, 1978, Math. Program..

Machine Learning via Polyhedral Concave Minimization

Olvi L. Mangasarian, O. Mangasarian, 1996 .

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

Olvi L. Mangasarian, O. Mangasarian, 2006, J. Mach. Learn. Res..

Privacy-preserving linear programming

Olvi L. Mangasarian, 2011, Optim. Lett..

SSVM: A Smooth Support Vector Machine for Classification

Yuh-Jye Lee, Olvi L. Mangasarian, O. Mangasarian, 2001, Comput. Optim. Appl..

Sparse Kernel Feature Analysis

Bernhard Schölkopf, Alexander J. Smola, Olvi L. Mangasarian, 2002 .

The linear complementarity problem as a separable bilinear program

Olvi L. Mangasarian, O. Mangasarian, 1995, J. Glob. Optim..

Absolute value programming

Olvi L. Mangasarian, O. Mangasarian, 2007, Comput. Optim. Appl..

Nonconvex Piecewise-Quadratic Underestimation for Global Minimization

J. Ben Rosen, Olvi L. Mangasarian, M. E. Thompson, 2006, J. Glob. Optim..

Set Containment Characterization

Olvi L. Mangasarian, O. Mangasarian, 2002, J. Glob. Optim..

Feature Selection in k-Median Clustering

Olvi L. Mangasarian, Edward W. Wild, O. Mangasarian, 2004 .

Data Discrimination via Nonlinear Generalized Support Vector Machines

David R. Musicant, Olvi L. Mangasarian, O. Mangasarian, 2001 .

Misclassification minimization

Olvi L. Mangasarian, O. Mangasarian, 1994, J. Glob. Optim..

Massive Support Vector Regression

David R. Musicant, Olvi L. Mangasarian, O. Mangasarian, 1999 .

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

Glenn Fung, Olvi L. Mangasarian, O. Mangasarian, 2011, J. Optim. Theory Appl..

Generalized Support Vector Machines

Olvi L. Mangasarian, O. Mangasarian, 1998 .

Multisurface method of pattern separation

Olvi L. Mangasarian, O. Mangasarian, 1968, IEEE Trans. Inf. Theory.

A finite newton method for classification

Olvi L. Mangasarian, O. Mangasarian, 2002, Optim. Methods Softw..

Simple bounds for solutions of monotone complementarity problems and convex programs

Olvi L. Mangasarian, L. McLinden, O. Mangasarian, 1985, Math. Program..

Lagrangian Support Vector Machines

David R. Musicant, Olvi L. Mangasarian, O. Mangasarian, 2001, J. Mach. Learn. Res..

Linear complementarity as absolute value equation solution

Olvi L. Mangasarian, 2014, Optim. Lett..

Parallel Variable Distribution

Michael C. Ferris, Olvi L. Mangasarian, M. Ferris, 1994, SIAM J. Optim..

Privacy-preserving classification of vertically partitioned data via random kernels

Glenn Fung, Olvi L. Mangasarian, Edward W. Wild, 2008, TKDD.

Nonlinear complementarity as unconstrained and constrained minimization

Olvi L. Mangasarian, Mikhail V. Solodov, O. Mangasarian, 1993, Math. Program..

Error bounds and strong upper semicontinuity for monotone affine variational inequalities

Michael C. Ferris, Olvi L. Mangasarian, 1993, Ann. Oper. Res..

Knowledge-Based Kernel Approximation

Jude W. Shavlik, Olvi L. Mangasarian, Edward W. Wild, 2004, J. Mach. Learn. Res..

Active Support Vector Machine Classification

David R. Musicant, Olvi L. Mangasarian, O. Mangasarian, 2000, NIPS.

A dual differentiable exact penalty function

Olvi L. Mangasarian, Shih-Ping Han, Shih-Ping Han, 1983, Math. Program..

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

Olvi L. Mangasarian, 1991, SIAM J. Optim..

Breast Tumor Susceptibility to Chemotherapy Via Support Vector Machines

Glenn Fung, Olvi L. Mangasarian, O. Mangasarian, 2006, Comput. Manag. Sci..

Exact Penalty Functions for Mathematical Programs with Linear Complementarity Constraints

Olvi L. Mangasarian, J. S. Pang, J. S. Pang, 1996 .

Chunking for massive nonlinear kernel classification

Olvi L. Mangasarian, M. E. Thompson, O. Mangasarian, 2008, Optim. Methods Softw..

k-Plane Clustering

Paul S. Bradley, Olvi L. Mangasarian, Paul S. Bradley, 2000, J. Glob. Optim..

Nonlinear Knowledge in Kernel Approximation

Olvi L. Mangasarian, Edward W. Wild, O. Mangasarian, 2007, IEEE Transactions on Neural Networks.

Breast Cancer Diagnosis and Prognosis Via Linear Programming

William Nick Street, Olvi L. Mangasarian, William H. Wolberg, 1995, Oper. Res..

Linear Programming with MATLAB (MPS-SIAM Series on Optimization)

Michael C. Ferris, Olvi L. Mangasarian, Stephen J. Wright, 2008 .

Mathematical Programming for Data Mining: Formulations and Challenges

Paul S. Bradley, Olvi L. Mangasarian, Usama M. Fayyad, 1999, INFORMS J. Comput..

Arbitrary-norm separating plane

Olvi L. Mangasarian, O. Mangasarian, 1999, Oper. Res. Lett..

Polyhedral Boundary Projection

Olvi L. Mangasarian, O. Mangasarian, 1999, SIAM J. Optim..

Asynchronous parallel successive overrelaxation for the symmetric linear complementarity problem

Olvi L. Mangasarian, Renato De Leone, 1988, Math. Program..

Multicategory Proximal Support Vector Machine Classifiers

Glenn Fung, Olvi L. Mangasarian, O. Mangasarian, 2005, Machine Learning.

Probability of unique integer solution to a system of linear equations

Benjamin Recht, Olvi L. Mangasarian, B. Recht, 2011, Eur. J. Oper. Res..

A hybrid algorithm for solving the absolute value equation

Olvi L. Mangasarian, 2015, Optim. Lett..

Proximal Knowledge‐based Classification

Glenn Fung, Olvi L. Mangasarian, Edward W. Wild, 2009, Stat. Anal. Data Min..

Convex Kernel Underestimation of Functions with Multiple Local Minima

J. Ben Rosen, Olvi L. Mangasarian, M. E. Thompson, 2006, Comput. Optim. Appl..

Computerized Diagnosis of Breast Fine‐Needle Aspirates

Olvi L. Mangasarian, William H. Wolberg, W. Nick Street, 1997 .

Regularized Linear Programs with Equilibrium Constraints

Olvi L. Mangasarian, O. Mangasarian, 1998 .

Logarithmic convexity and geometric programming

Olvi L. Mangasarian, Allen Klinger, A. Klinger, 1968 .

Machine learning and data mining via mathematical programming-based support vector machines

Olvi L. Mangasarian, Glenn Martin Fung, 2003 .

A Finite Newton Method for Classi cation Problems

Olvi L. Mangasarian, O. Mangasarian, 2001 .

Second- and higher-order duality in nonlinear programming☆

Olvi L. Mangasarian, O. Mangasarian, 1975 .

Optimal simplex tableau characterization of unique and bounded solutions of linear programs

Olvi L. Mangasarian, O. Mangasarian, 1981 .

Proximal Knowledge-based Classification

Glenn Fung, Olvi L. Mangasarian, Edward W. Wild, 2009 .

7. Optimality Criteria in Nonlinear Programming with Differentiability

Olvi L. Mangasarian, 1994 .

Complementarity: Applications, Algorithms and Extensions

Michael C. Ferris, Jong-Shi Pang, Olvi L. Mangasarian, 2010 .

Computable numerical bounds for lagrange multipliers of stationary points of non-convex differentiable non-linear programs

Olvi L. Mangasarian, O. Mangasarian, 1985 .

Solution of linear complementarity problems by linear programming

Olvi L. Mangasarian, O. Mangasarian, 1976 .

Characterizations of Real Matrices of Monotone Kind

Olvi L. Mangasarian, O. Mangasarian, 1968 .

Minmax and duality in nonlinear programming

Olvi L. Mangasarian, O. Mangasarian, J. Ponstein, 1965 .

Optimization-based machine learning and data mining

Olvi L. Mangasarian, Edward W. Wild, 2008 .

Finite perturbation of convex programs

Michael C. Ferris, Olvi L. Mangasarian, M. Ferris, 1991 .

Feature Selection for Nonlinear Kernel Support Vector Machines

Gang Kou, Olvi L. Mangasarian, O. Mangasarian, 2007 .

A Stable Theorem of the Alternative: An Extension of the Gordan Theorem.

Olvi L. Mangasarian, O. Mangasarian, 1981 .

Breast Cytology Diagnosis via Digital Image Analysis 1 2 3

Olvi L. Mangasarian, William H. Wolberg, W. N. Street, 1993 .

Least-norm linear programming solution as an unconstrained minimization problem☆

Olvi L. Mangasarian, O. Mangasarian, 1983 .

Perron-Frobenius properties of Ax − λBx

Olvi L. Mangasarian, O. Mangasarian, 1971 .

Unsupervised classification via convex absolute value inequalities

Olvi L. Mangasarian, O. Mangasarian, 2015 .

Nonlinear Programming Problems with Stochastic Objective Functions

Olvi L. Mangasarian, 1964 .