A new bound on the generalization rate of sampled convex programs

2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601) ◽

10.1109/cdc.2004.1429655 ◽

2004 ◽

Cited By ~ 6

Author(s):

G. Calafiore ◽

M.C. Campi

Keyword(s):

Convex Programs ◽

Sampled Convex Programs

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Sampled Convex Programs and Probabilistically Robust Design

Probabilistic and Randomized Methods for Design under Uncertainty ◽

10.1007/1-84628-095-8_5 ◽

2006 ◽

pp. 161-188 ◽

Cited By ~ 2

Author(s):

Giuseppe Calafiore ◽

Marco C. Campi

Keyword(s):

Robust Design ◽

Convex Programs ◽

Sampled Convex Programs

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On the Expected Probability of Constraint Violation in Sampled Convex Programs

Journal of Optimization Theory and Applications ◽

10.1007/s10957-009-9579-3 ◽

2009 ◽

Vol 143 (2) ◽

pp. 405-412 ◽

Cited By ~ 26

Author(s):

G. C. Calafiore

Keyword(s):

Convex Programs ◽

Constraint Violation ◽

Sampled Convex Programs

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A note on the expected probability of constraint violation in sampled convex programs

2009 IEEE International Conference on Control Applications ◽

10.1109/cca.2009.5281097 ◽

2009 ◽

Cited By ~ 3

Author(s):

Giuseppe Carlo Calafiore

Keyword(s):

Convex Programs ◽

Constraint Violation ◽

Sampled Convex Programs

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Worst-Case Violation of Sampled Convex Programs for Optimization with Uncertainty

Journal of Optimization Theory and Applications ◽

10.1007/s10957-011-9923-2 ◽

2011 ◽

Vol 152 (1) ◽

pp. 171-197 ◽

Cited By ~ 7

Author(s):

Takafumi Kanamori ◽

Akiko Takeda

Keyword(s):

Convex Programs ◽

Worst Case ◽

Sampled Convex Programs ◽

Case Violation

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Further Development in the Global Resolution of Convex Programs with Complementarity Constraints

10.21236/ada605951 ◽

2014 ◽

Author(s):

John E. Mitchell ◽

Jong-Shi Pang ◽

Yu-Ching Lee ◽

Bin Yu ◽

Lijie Bai

Keyword(s):

Complementarity Constraints ◽

Convex Programs ◽

Further Development

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Stochastic Dynamic Cutting Plane for Multistage Stochastic Convex Programs

Journal of Optimization Theory and Applications ◽

10.1007/s10957-021-01842-x ◽

2021 ◽

Author(s):

Vincent Guigues ◽

Renato D. C. Monteiro

Keyword(s):

Cutting Plane ◽

Stochastic Dynamic ◽

Convex Programs

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Successive convex approximations to cardinality-constrained convex programs: a piecewise-linear DC approach

Computational Optimization and Applications ◽

10.1007/s10589-013-9582-3 ◽

2013 ◽

Vol 59 (1-2) ◽

pp. 379-397 ◽

Cited By ~ 16

Author(s):

Xiaojin Zheng ◽

Xiaoling Sun ◽

Duan Li ◽

Jie Sun

Keyword(s):

Piecewise Linear ◽

Convex Programs ◽

Convex Approximations

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Approximations in Decomposition of Large-Scale Convex Programs via a Nondifferentiable Optimization Method

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)52088-1 ◽

1990 ◽

Vol 23 (8) ◽

pp. 161-166 ◽

Cited By ~ 1

Author(s):

K.C. Kiwiel

Keyword(s):

Large Scale ◽

Nondifferentiable Optimization ◽

Optimization Method ◽

Convex Programs

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Related Work on Geometry of Non-Convex Programs

Mathematical Theories of Machine Learning - Theory and Applications ◽

10.1007/978-3-030-17076-9_6 ◽

2019 ◽

pp. 39-44

Author(s):

Bin Shi ◽

S. S. Iyengar

Keyword(s):

Convex Programs

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A duality theorem for semi-infinite convex programs and their finite subprograms

Mathematical Programming ◽

10.1007/bf02591965 ◽

1983 ◽

Vol 27 (1) ◽

pp. 75-82 ◽

Cited By ~ 12

Author(s):

Dennis F. Karney

Keyword(s):

Duality Theorem ◽

Convex Programs

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