Distributionally robust joint chance-constrained support vector machines
- 31 March 2022
- journal article
- research article
- Published by Springer Nature in Optimization Letters
- Vol. 17 (2) , 299-332
Abstract
No abstract availableKeywords
This publication has 37 references indexed in Scilit:
- RECENT ADVANCES ON SUPPORT VECTOR MACHINES RESEARCHTechnological and Economic Development of Economy, 2012
- Distributionally robust joint chance constraints with second-order moment informationMathematical Programming, 2011
- LIBSVMACM Transactions on Intelligent Systems and Technology, 2011
- Chance constrained uncertain classification via robust optimizationMathematical Programming, 2010
- Robust classification and regression using support vector machinesEuropean Journal of Operational Research, 2006
- The support vector machine under testNeurocomputing, 2003
- Second-order cone programmingMathematical Programming, 2003
- Implementation of interior point methods for mixed semidefinite and second order cone optimization problemsOptimization Methods and Software, 2002
- An overview of statistical learning theoryIEEE Transactions on Neural Networks, 1999
- Symmetric primal-dual path-following algorithms for semidefinite programmingApplied Numerical Mathematics, 1999