Johannes O. Royset

CoRR, 2024

Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Performance Bounds for PDE-Constrained Optimization under Uncertainty.

[BibT_eX]

[DOI]

Peng Chen

SIAM J. Optim., September, 2023

S-BORM: Reliability-based optimization of general systems using buffered optimization and reliability method.

[BibT_eX]

[DOI]

Ji-Eun Byun

Welington de Oliveira

Reliab. Eng. Syst. Saf., August, 2023

On robustness in nonconvex optimization with application to defense planning.

[BibT_eX]

[DOI]

Oper. Res. Lett., January, 2023

Consistent approximations in composite optimization.

[BibT_eX]

[DOI]

Math. Program., 2023

Diametrical Risk Minimization: theory and computations.

[BibT_eX]

[DOI]

Matthew D. Norton

Mach. Learn., 2023

Risk-Adaptive Local Decision Rules.

[BibT_eX]

[DOI]

Miguel A. Lejeune

CoRR, 2023

On Memorization and Privacy risks of Sharpness Aware Minimization.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Agent Search for a Moving and Camouflaging Target.

[BibT_eX]

[DOI]

Miguel A. Lejeune

Wenbo Ma

CoRR, 2023

Towards Robust Learning using Diametrical Risk Minimization for Network Intrusion Detection.

[BibT_eX]

[DOI]

Kelson J. McCollum

Nathaniel D. Bastian

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2023

2022

Risk-Adaptive Approaches to Learning and Decision Making: A Survey.

[BibT_eX]

[DOI]

CoRR, 2022

Optimizing Surveillance Satellites for the Synthetic Theater Operations Research Model.

[BibT_eX]

[DOI]

Steven M. Warner

CoRR, 2022

Rockafellian Relaxation in Optimization under Uncertainty: Asymptotically Exact Formulations.

[BibT_eX]

[DOI]

Louis L. Chen

CoRR, 2022

2021

A novel solution approach with ML-based pseudo-cuts for the Flight and Maintenance Planning problem.

[BibT_eX]

[DOI]

OR Spectr., 2021

Gradients and subgradients of buffered failure probability.

[BibT_eX]

[DOI]

Ji-Eun Byun

Oper. Res. Lett., 2021

Good and Bad Optimization Models: Insights from Rockafellians.

[BibT_eX]

[DOI]

CoRR, 2021

Certifiable Risk-Based Engineering Design Optimization.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Stability and Error Analysis for Optimization and Generalized Equations.

[BibT_eX]

[DOI]

SIAM J. Optim., 2020

Approximations of semicontinuous functions with applications to stochastic optimization and statistical estimation.

[BibT_eX]

[DOI]

Math. Program., 2020

2019

Lopsided convergence: an extension and its quantification.

[BibT_eX]

[DOI]

Math. Program., 2019

Modeling uncertainty of expert elicitation for use in risk-based optimization.

[BibT_eX]

[DOI]

Michael D. Teter

Alexandra M. Newman

Ann. Oper. Res., 2019

2018

On univariate function identification problems.

[BibT_eX]

[DOI]

Math. Program., 2018

Approximations and solution estimates in optimization.

[BibT_eX]

[DOI]

Math. Program., 2018

Preventing environmental disasters from grounding accidents: A case study of tugboat positioning along the Norwegian coast.

[BibT_eX]

[DOI]

J. Oper. Res. Soc., 2018

Superquantile/CVaR risk measures: second-order theory.

[BibT_eX]

[DOI]

Ann. Oper. Res., 2018

2017

Variational Theory for Optimization under Stochastic Ambiguity.

[BibT_eX]

[DOI]

SIAM J. Optim., 2017

2016

Optimal Control of Uncertain Systems Using Sample Average Approximations.

[BibT_eX]

[DOI]

Chris Phelps

Qi Gong

SIAM J. Control. Optim., 2016

Optimality Functions and Lopsided Convergence.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2016

Preface.

[BibT_eX]

[DOI]

J. Optim. Theory Appl., 2016

Search-Trajectory Optimization: Part II, Algorithms and Computations.

[BibT_eX]

[DOI]

Joseph Foraker

Isaac Kaminer

J. Optim. Theory Appl., 2016

Search-Trajectory Optimization: Part I, Formulation and Theory.

[BibT_eX]

[DOI]

Joseph Foraker

Isaac Kaminer

J. Optim. Theory Appl., 2016

2015

Measures of Residual Risk with Connections to Regression, Risk Tracking, Surrogate Models, and Ambiguity.

[BibT_eX]

[DOI]

SIAM J. Optim., 2015

Fusion of hard and soft information in nonparametric density estimation.

[BibT_eX]

[DOI]

Eur. J. Oper. Res., 2015

2014

Random variables, monotone relations, and convex analysis.

[BibT_eX]

[DOI]

Math. Program., 2014

Superquantile regression with applications to buffered reliability, uncertainty quantification, and conditional value-at-risk.

[BibT_eX]

[DOI]

R. Terry Rockafellar

S. I. Miranda

Eur. J. Oper. Res., 2014

Consistent approximation of a nonlinear optimal control problem with uncertain parameters.

[BibT_eX]

[DOI]

Autom., 2014

2013

Optimal Budget Allocation for Sample Average Approximation.

[BibT_eX]

[DOI]

Roberto Szechtman

Oper. Res., 2013

On sample size control in sample average approximations for solving smooth stochastic programs.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2013

Density estimation of simulation output using exponential epi-splines.

[BibT_eX]

[DOI]

Dashi I. Singham

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Sample average approximations in optimal control of uncertain systems.

[BibT_eX]

[DOI]

Chris Phelps

Qi Gong

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Optimality functions in stochastic programming.

[BibT_eX]

[DOI]

Math. Program., 2012

Rate of Convergence Analysis of Discretization and Smoothing Algorithms for Semiinfinite Minimax Problems.

[BibT_eX]

[DOI]

E. Y. Pee

J. Optim. Theory Appl., 2012

The eye and the fist: Optimizing search and interdiction.

[BibT_eX]

[DOI]

Moshe Kress

Nir Rozen

Eur. J. Oper. Res., 2012

Consistent approximation of an optimal search problem.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

On Solving Large-Scale Finite Minimax Problems Using Exponential Smoothing.

[BibT_eX]

[DOI]

E. Y. Pee

J. Optim. Theory Appl., 2011

Optimal periodic patrolling trajectories of UUVs guarding a channel.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

2010

On buffered failure probability in design and optimization of structures.

[BibT_eX]

[DOI]

Reliab. Eng. Syst. Saf., 2010

2009

Probabilistic search optimization and mission assignment for heterogeneous autonomous agents.

[BibT_eX]

[DOI]

Timothy H. Chung

Moshe Kress

Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

2008

Lagrangian relaxation and enumeration for solving constrained shortest-path problems.

[BibT_eX]

[DOI]

W. Matthew Carlyle

R. Kevin Wood

Networks, 2008

2007

Solving the Bi-Objective Maximum-Flow Network-Interdiction Problem.

[BibT_eX]

[DOI]

R. Kevin Wood

INFORMS J. Comput., 2007

2005

On the Use of Augmented Lagrangians in the Solution of Generalized Semi-Infinite Min-Max Problems.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2005

2003

Adaptive Approximations and Exact Penalization for the Solution of Generalized Semi-infinite Min-Max Problems.

[BibT_eX]

[DOI]

Armen Der Kiureghian

SIAM J. Optim., 2003

2002

An algorithm for generalized semi-infinite min-max problems using exact penalties.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

Reliability-based optimal structural design by the decoupling approach.

[BibT_eX]

[DOI]

Armen Der Kiureghian