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ORCIDOlvi L. Mangasarian
O. L. Mangasarian
Person information
- affiliation: University of Wisconsin-Madison, Madison, USA
- award (2000): Frederick W. Lanchester Prize
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2010 – 2019
- 2017
[j87]Olvi L. Mangasarian:
Sufficient conditions for the unsolvability and solvability of the absolute value equation. Optim. Lett. 11(7): 1469-1475 (2017)- 2016
- [j86]Glenn Fung, Olvi L. Mangasarian:
Unsupervised and Semisupervised Classification Via Absolute Value Inequalities. J. Optim. Theory Appl. 168(2): 551-558 (2016) - 2015
- [j85]Olvi L. Mangasarian:
A hybrid algorithm for solving the absolute value equation. Optim. Lett. 9(7): 1469-1474 (2015) - 2014
- [j84]Olvi L. Mangasarian:
Absolute Value Equation Solution Via Linear Programming. J. Optim. Theory Appl. 161(3): 870-876 (2014) - [j83]Olvi L. Mangasarian:
Linear complementarity as absolute value equation solution. Optim. Lett. 8(4): 1529-1534 (2014) - 2013
- [j82]Olvi L. Mangasarian:
Absolute value equation solution via dual complementarity. Optim. Lett. 7(4): 625-630 (2013) - [j81]Glenn Fung, Olvi L. Mangasarian:
Privacy-preserving linear and nonlinear approximation via linear programming. Optim. Methods Softw. 28(1): 207-216 (2013) - 2012
- [j80]Olvi L. Mangasarian:
Privacy-preserving horizontally partitioned linear programs. Optim. Lett. 6(3): 431-436 (2012) - [j79]Olvi L. Mangasarian:
Primal-dual bilinear programming solution of the absolute value equation. Optim. Lett. 6(7): 1527-1533 (2012) - 2011
- [j78]O. L. Mangasarian, Benjamin Recht:
Probability of unique integer solution to a system of linear equations. Eur. J. Oper. Res. 214(1): 27-30 (2011) - [j77]Glenn Fung, O. L. Mangasarian:
Equivalence of Minimal ℓ0- and ℓp-Norm Solutions of Linear Equalities, Inequalities and Linear Programs for Sufficiently Small p. J. Optim. Theory Appl. 151(1): 1-10 (2011) - [j76]O. L. Mangasarian:
Privacy-preserving linear programming. Optim. Lett. 5(1): 165-172 (2011) - 2010
- [j75]O. L. Mangasarian, Michael C. Ferris
:
Uniqueness of integer solution of linear equations. Optim. Lett. 4(4): 559-565 (2010) - [p1]Olvi L. Mangasarian, Edward W. Wild:
Privacy-Preserving Random Kernel Classification of Checkerboard Partitioned Data. Data Mining 2010: 375-387
2000 – 2009
- 2009
- [j74]O. L. Mangasarian:
A generalized Newton method for absolute value equations. Optim. Lett. 3(1): 101-108 (2009) - [j73]O. L. Mangasarian:
Knapsack feasibility as an absolute value equation solvable by successive linear programming. Optim. Lett. 3(2): 161-170 (2009) - [j72]Olvi L. Mangasarian, Edward W. Wild, Glenn Fung:
Proximal Knowledge-based Classification. Stat. Anal. Data Min. 1(4): 215-222 (2009) - 2008
- [j71]O. L. Mangasarian, M. E. Thompson:
Chunking for massive nonlinear kernel classification. Optim. Methods Softw. 23(3): 365-374 (2008) - [j70]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): 12:1-12:16 (2008) - [j69]Olvi L. Mangasarian, Edward W. Wild:
Nonlinear Knowledge-Based Classification. IEEE Trans. Neural Networks 19(10): 1826-1832 (2008) - [c16]Olvi L. Mangasarian, Edward W. Wild:
Privacy-Preserving Classification of Horizontally Partitioned Data via Random Kernels. DMIN 2008: 473-479 - 2007
- [b1]Michael C. Ferris, Olvi L. Mangasarian, Stephen J. Wright:
Linear programming with MATLAB. MPS-SIAM series on optimization 7, SIAM 2007, ISBN 978-0-89871-643-6, pp. I-XI, 1-266 - [j68]O. L. Mangasarian:
Absolute value programming. Comput. Optim. Appl. 36(1): 43-53 (2007) - [j67]O. L. Mangasarian:
Absolute value equation solution via concave minimization. Optim. Lett. 1(1): 3-8 (2007) - [j66]Olvi L. Mangasarian, Edward W. Wild:
Nonlinear Knowledge in Kernel Approximation. IEEE Trans. Neural Networks 18(1): 300-306 (2007) - [c15]Olvi L. Mangasarian, Gang Kou:
Feature Selection for Nonlinear Kernel Support Vector Machines. ICDM Workshops 2007: 231-236 - 2006
- [j65]Glenn Fung, O. L. Mangasarian:
Breast Tumor Susceptibility to Chemotherapy Via Support Vector Machines. Comput. Manag. Sci. 3(2): 103-112 (2006) - [j64]O. L. Mangasarian, J. Ben Rosen, M. E. Thompson:
Convex Kernel Underestimation of Functions with Multiple Local Minima. Comput. Optim. Appl. 34(1): 35-45 (2006) - [j63]O. L. Mangasarian, J. Ben Rosen, M. E. Thompson:
Nonconvex Piecewise-Quadratic Underestimation for Global Minimization. J. Glob. Optim. 34(4): 475-488 (2006) - [j62]Olvi L. Mangasarian:
Exact 1-Norm Support Vector Machines Via Unconstrained Convex Differentiable Minimization. J. Mach. Learn. Res. 7: 1517-1530 (2006) - [j61]Olvi L. Mangasarian, Edward W. Wild:
Multisurface Proximal Support Vector Machine Classification via Generalized Eigenvalues. IEEE Trans. Pattern Anal. Mach. Intell. 28(1): 69-74 (2006) - 2005
- [j60]Olvi L. Mangasarian, J. Ben Rosen, M. E. Thompson:
Global Minimization via Piecewise-Linear Underestimation. J. Glob. Optim. 32(1): 1-9 (2005) - [j59]Glenn Fung, Olvi L. Mangasarian:
Multicategory Proximal Support Vector Machine Classifiers. Mach. Learn. 59(1-2): 77-97 (2005) - [j58]Olvi L. Mangasarian:
Support vector machine classification via parameterless robust linear programming. Optim. Methods Softw. 20(1): 115-125 (2005) - [j57]Olvi L. Mangasarian:
Knowledge-Based Linear Programming. SIAM J. Optim. 15(2): 375-382 (2005) - 2004
- [j56]Glenn Fung, O. L. Mangasarian:
A Feature Selection Newton Method for Support Vector Machine Classification. Comput. Optim. Appl. 28(2): 185-202 (2004) - [j55]Olvi L. Mangasarian, Jude W. Shavlik, Edward W. Wild:
Knowledge-Based Kernel Approximation. J. Mach. Learn. Res. 5: 1127-1141 (2004) - 2003
- [j54]Yuh-Jye Lee, Olvi L. Mangasarian, William H. Wolberg:
Survival-Time Classification of Breast Cancer Patients. Comput. Optim. Appl. 25(1-3): 151-166 (2003) - [j53]Glenn Fung, Olvi L. Mangasarian:
Finite Newton method for Lagrangian support vector machine classification. Neurocomputing 55(1-2): 39-55 (2003) - [c14]Glenn Fung, Olvi L. Mangasarian, Jude W. Shavlik:
Knowledge-Based Nonlinear Kernel Classifiers. COLT 2003: 102-113 - 2002
- [j52]O. L. Mangasarian:
Set Containment Characterization. J. Glob. Optim. 24(4): 473-480 (2002) - [j51]Glenn Fung, Olvi L. Mangasarian, Alexander J. Smola:
Minimal Kernel Classifiers. J. Mach. Learn. Res. 3: 303-321 (2002) - [j50]Olvi L. Mangasarian, David R. Musicant:
Large Scale Kernel Regression via Linear Programming. Mach. Learn. 46(1-3): 255-269 (2002) - [j49]O. L. Mangasarian:
A finite newton method for classification. Optim. Methods Softw. 17(5): 913-929 (2002) - [c13]Glenn Fung, Olvi L. Mangasarian, Jude W. Shavlik:
Knowledge-Based Support Vector Machine Classifiers. NIPS 2002: 521-528 - [c12]Glenn Fung, Olvi L. Mangasarian:
Incremental Support Vector Machine Classification. SDM 2002: 247-260 - 2001
- [j48]Yuh-Jye Lee, O. L. Mangasarian:
SSVM: A Smooth Support Vector Machine for Classification. Comput. Optim. Appl. 20(1): 5-22 (2001) - [j47]Olvi L. Mangasarian, David R. Musicant:
Lagrangian Support Vector Machines. J. Mach. Learn. Res. 1: 161-177 (2001) - [c11]Olvi L. Mangasarian:
Data Mining via Support Vector Machines. System Modelling and Optimization 2001: 91-112 - [c10]Glenn Fung, Olvi L. Mangasarian:
Proximal support vector machine classifiers. KDD 2001: 77-86 - [c9]Yuh-Jye Lee, Olvi L. Mangasarian:
RSVM: Reduced Support Vector Machines. SDM 2001: 1-17 - 2000
- [j46]Paul S. Bradley, Olvi L. Mangasarian:
k-Plane Clustering. J. Glob. Optim. 16(1): 23-32 (2000) - [j45]Olvi L. Mangasarian, David R. Musicant:
Robust Linear and Support Vector Regression. IEEE Trans. Pattern Anal. Mach. Intell. 22(9): 950-955 (2000) - [c8]Glenn Fung, Olvi L. Mangasarian:
Data selection for support vector machine classifiers. KDD 2000: 64-70 - [c7]Olvi L. Mangasarian, David R. Musicant:
Active Support Vector Machine Classification. NIPS 2000: 577-583
1990 – 1999
- 1999
- [j44]Olvi L. Mangasarian, Mikhail V. Solodov:
A Linearly Convergent Derivative-Free Descent Method for Strongly Monotone Complementarity Problems. Comput. Optim. Appl. 14(1): 5-16 (1999) - [j43]Paul S. Bradley, Usama M. Fayyad, Olvi L. Mangasarian:
Mathematical Programming for Data Mining: Formulations and Challenges. INFORMS J. Comput. 11(3): 217-238 (1999) - [j42]O. L. Mangasarian:
Arbitrary-norm separating plane. Oper. Res. Lett. 24(1-2): 15-23 (1999) - [j41]Olvi L. Mangasarian:
Polyhedral Boundary Projection. SIAM J. Optim. 9(4): 1128-1134 (1999) - [j40]Olvi L. Mangasarian, David R. Musicant:
Successive overrelaxation for support vector machines. IEEE Trans. Neural Networks 10(5): 1032-1037 (1999) - [c6]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: 1-10 - 1998
- [j39]Paul S. Bradley, Olvi L. Mangasarian, J. Ben Rosen:
Parsimonious Least Norm Approximation. Comput. Optim. Appl. 11(1): 5-21 (1998) - [j38]Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street:
Feature Selection via Mathematical Programming. INFORMS J. Comput. 10(2): 209-217 (1998) - [j37]Olvi L. Mangasarian:
Error bounds for nondifferentiable convex inequalities under a strong Slater constraint qualification. Math. Program. 83: 187-194 (1998) - [c5]Paul S. Bradley, Olvi L. Mangasarian:
Parsimonious side propagation. ICASSP 1998: 1873-1876 - [c4]Paul S. Bradley, Olvi L. Mangasarian:
Feature Selection via Concave Minimization and Support Vector Machines. ICML 1998: 82-90 - 1997
- [j36]Olvi L. Mangasarian:
Mathematical Programming in Data Mining. Data Min. Knowl. Discov. 1(2): 183-201 (1997) - 1996
- [j35]Chunhui Chen, Olvi L. Mangasarian:
Hybrid misclassification minimization. Adv. Comput. Math. 5(1): 127-136 (1996) - [j34]O. L. Mangasarian:
Dedication. Comput. Optim. Appl. 5(2): 95-96 (1996) - [j33]Chunhui Chen, O. L. Mangasarian:
A class of smoothing functions for nonlinear and mixed complementarity problems. Comput. Optim. Appl. 5(2): 97-138 (1996) - [c3]Paul S. Bradley, Olvi L. Mangasarian, W. Nick Street:
Clustering via Concave Minimization. NIPS 1996: 368-374 - 1995
- [j32]Olvi L. Mangasarian, W. Nick Street, William H. Wolberg:
Breast Cancer Diagnosis and Prognosis Via Linear Programming. Oper. Res. 43(4): 570-577 (1995) - [j31]O. L. Mangasarian:
The linear complementarity problem as a separable bilinear program. J. Glob. Optim. 6(2): 153-161 (1995) - [j30]Chunhui Chen, Olvi L. Mangasarian:
Smoothing methods for convex inequalities and linear complementarity problems. Math. Program. 71: 51-69 (1995) - [j29]O. L. Mangasarian, Jong-Shi Pang:
The Extended Linear Complementarity Problem. SIAM J. Matrix Anal. Appl. 16(2): 359-368 (1995) - [c2]W. Nick Street, Olvi L. Mangasarian, William H. Wolberg:
An Inductive Learning Approach to Prognostic Prediction. ICML 1995: 522-530 - [d2]William H. Wolberg, Olvi L. Mangasarian, W. Nick Street:
Breast Cancer Wisconsin (Diagnostic). UCI Machine Learning Repository, 1995
- [d1]William H. Wolberg, W. Nick Street, Olvi L. Mangasarian:
Breast Cancer Wisconsin (Prognostic). UCI Machine Learning Repository, 1995 - 1994
- [j28]O. L. Mangasarian:
Misclassification minimization. J. Glob. Optim. 5(4): 309-323 (1994) - [j27]Z.-Q. Luo, O. L. Mangasarian, J. Ren, Mikhail V. Solodov:
New Error Bounds for the Linear Complementarity Problem. Math. Oper. Res. 19(4): 880-892 (1994) - [j26]Olvi L. Mangasarian, J. Ren:
New improved error bounds for the linear complementarity problem. Math. Program. 66: 241-255 (1994) - [j25]O. L. Mangasarian:
Error bounds for inconsistent linear inequalities and programs. Oper. Res. Lett. 15(4): 187-192 (1994) - [j24]Kristin P. Bennett, Olvi L. Mangasarian:
Serial and Parallel Multicategory Discrimination. SIAM J. Optim. 4(4): 722-734 (1994) - [j23]Michael C. Ferris, Olvi L. Mangasarian:
Parallel Variable Distribution. SIAM J. Optim. 4(4): 815-832 (1994) - 1993
- [j22]Michael C. Ferris, Olvi L. Mangasarian:
Error bounds and strong upper semicontinuity for monotone affine variational inequalities. Ann. Oper. Res. 46-47(2): 293-305 (1993) - [j21]Kristin P. Bennett, O. L. Mangasarian:
Bilinear separation of two sets inn-space. Comput. Optim. Appl. 2(3): 207-227 (1993) - [j20]O. L. Mangasarian:
Mathematical Programming in Neural Networks. INFORMS J. Comput. 5(4): 349-360 (1993) - [j19]Olvi L. Mangasarian, Mikhail V. Solodov:
Nonlinear complementarity as unconstrained and constrained minimization. Math. Program. 62: 277-297 (1993) - [c1]Olvi L. Mangasarian, Mikhail V. Solodov:
Backpropagation Convergence via Deterministic Nonmonotone Perturbed Minimization. NIPS 1993: 383-390 - 1992
- [j18]Michael C. Ferris, Olvi L. Mangasarian:
Minimum principle sufficiency. Math. Program. 57: 1-14 (1992) - 1991
- [j17]Olvi L. Mangasarian:
Convergence of Iterates of an Inexact Matrix Splitting Algorithm for the Symmetric Monotone Linear Complementarity Problem. SIAM J. Optim. 1(1): 114-122 (1991) - [j16]Michael C. Ferris, Olvi L. Mangasarian:
Parallel Constraint Distribution. SIAM J. Optim. 1(4): 487-500 (1991) - 1990
- [j15]Olvi L. Mangasarian:
Error Bounds for Nondegenerate Monotone Linear Complementarity Problems. Math. Program. 48: 437-445 (1990)
1980 – 1989
- 1988
- [j14]Renato De Leone, Olvi L. Mangasarian:
Asynchronous parallel successive overrelaxation for the symmetric linear complementarity problem. Math. Program. 42(1-3): 347-361 (1988) - 1986
- [j13]Olvi L. Mangasarian, Tzong-Huei Shiau:
Error bounds for monotone linear complementarity problems. Math. Program. 36(1): 81-89 (1986) - 1985
- [j12]O. L. Mangasarian:
A Condition Number for Differentiable Convex Inequalities. Math. Oper. Res. 10(2): 175-179 (1985) - [j11]Olvi L. Mangasarian, L. McLinden:
Simple bounds for solutions of monotone complementarity problems and convex programs. Math. Program. 32(1): 32-40 (1985) - 1984
- [j10]Olvi L. Mangasarian:
Sparsity-preserving sor algorithms for separable quadratic and linear programming. Comput. Oper. Res. 11(2): 105-112 (1984) - 1983
- [j9]Shih-Ping Han, Olvi L. Mangasarian:
A dual differentiable exact penalty function. Math. Program. 25(3): 293-306 (1983) - 1980
- [j8]Olvi L. Mangasarian:
Locally unique solutions of quadratic programs, linear and nonlinear complementarity problems. Math. Program. 19(1): 200-212 (1980)
1970 – 1979
- 1979
- [j7]O. L. Mangasarian:
Simplified Characterizations of Linear Complementarity Problems Solvable as Linear Programs. Math. Oper. Res. 4(3): 268-273 (1979) - [j6]Shih-Ping Han, Olvi L. Mangasarian:
Exact penalty functions in nonlinear programming. Math. Program. 17(1): 251-269 (1979) - 1978
- [j5]Olvi L. Mangasarian, W. R. S. Sutherland:
Solution of the linear inverse vector optimization problem by a single linear program. Math. Program. 15(1): 232-235 (1978) - 1976
- [j4]Olvi L. Mangasarian:
Linear complementarity problems solvable by A single linear program. Math. Program. 10(1): 263-270 (1976) - [j3]Ubaldo M. García-Palomares, Olvi L. Mangasarian:
Superlinearly convergent quasi-newton algorithms for nonlinearly constrained optimization problems. Math. Program. 11(1): 1-13 (1976) - 1972
- [j2]Olvi L. Mangasarian:
Publications. Math. Program. 3(1): 131-133 (1972)
1960 – 1969
- 1968
- [j1]O. L. Mangasarian:
Multisurface method of pattern separation. IEEE Trans. Inf. Theory 14(6): 801-807 (1968)
Coauthor Index
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