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Quantitative Stability Analysis for Distributionally Robust Optimization with Moment Constraints
11 references·4 citing·43 second hop
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References

  • 2015Data-Driven Distributionally Robust Optimization Using the Wasserstein Metric: Performance Guarantees and Tractable Reformulations1,869 cited
  • 2009Lectures on Stochastic Programming: Modeling and Theory1,623 cited
  • 1953Minimax Theorems831 cited
  • 1999The Theory of Moral Hazard and Unobservable Behaviour: Part I610 cited
  • 2007Ambiguity in portfolio selection261 cited
  • 2012Kullback-Leibler divergence constrained distributionally robust optimization221 cited
  • 2003Stability of Stochastic Programming Problems206 cited
  • 2015Convergence Analysis for Distributionally Robust Optimization and Equilibrium Problems93 cited
  • 2017Distributionally robust optimization with matrix moment constraints: Lagrange duality and cutting plane methods80 cited
  • 2011Approximations for Probability Distributions and Stochastic Optimization Problems73 cited
  • 2014A Cutting Surface Algorithm for Semi-Infinite Convex Programming with an Application to Moment Robust Optimization72 cited

Cited by

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  • 2017Variational Theory for Optimization under Stochastic Ambiguity37 cited
  • 2018Distributionally robust shortfall risk optimization model and its approximation

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37 cited
  • 2017Distributionally robust equilibrium for continuous games: Nash and Stackelberg models32 cited