Fetching the paper…
Reading the bibliography…
Robust optimization (RO) is a powerful paradigm for decision making under uncertainty.
The cutting-plane method for solving convex programs
Kelley, James. 1960 · 1960
Earlier work this paper cites.
Convex Analysis
Rockafellar, Tyrrell. 1970 · 1970
Earlier work this paper cites.
Interior-Point Polynomial Algorithms in Convex Programming
Nesterov, Yurii, Arkadii Nemirovskii. 1994 · 1994
Earlier work this paper cites.
Robust convex optimization
Ben-Tal, Aharon, Arkadi Nemirovski. 1998 · 1998
Earlier work this paper cites.
Nonlinear Programming
Bertsekas, Dimitri. 1999 · 1999
Earlier work this paper cites.
Algorithms for finite and semi-infinite min-max-min problems using adaptive smoothing techniques
Polak, Elijah, Johannes Royset. 2003 · 2003
Earlier work this paper cites.
Convex optimization
Boyd, Stephen, Lieven Vandenberghe. 2004 · 2004
Earlier work this paper cites.
Robust Optimization
Ben-Tal, Aharon, Laurent El Ghaoui, Arkadi Nemirovski. 2009 · 2009
Earlier work this paper cites.
Cutting plane methods and subgradient methods
Mitchell, John. 2009 · 2009
Earlier work this paper cites.
Cutting-set methods for robust convex optimization with pessimizing oracles
Mutapcic, Almir, Stephen Boyd. 2009 · 2009
Earlier work this paper cites.
An accelerated proximal gradient algorithm for nuclear norm regularized linear least squares problems
Toh, Kim-Chuan, Sangwoon Yun. 2010 · 2010
Earlier work this paper cites.
A first-order primal-dual algorithm for convex problems with applications to imaging
Chambolle, Antonin, Thomas Pock. 2011 · 2011
Cited alongside, same era.
Robust optimization and portfolio selection: The cost of robustness
Gregory, Christine, Ken Darby-Dowman, Gautam Mitra. 2011 · 2011
Cited alongside, same era.
Robust solutions of optimization problems affected by uncertain probabilities
Ben-Tal, Aharon, Dick den Hertog, Anja De Waegenaere, Bertrand Melenberg, Gijs Rennen. 2013 · 2013
Cited alongside, same era.
Distributionally robust convex optimization
Wiesemann, Wolfram, Daniel Kuhn, Melvyn Sim. 2014 · 2014
Cited alongside, same era.
A robust optimization model for managing elective admission in a public hospital
Meng, Fanwen, Jin Qi, Meilin Zhang, James Ang, Singfat Chu, Melvyn Sim. 2015 · 2015
Cited alongside, same era.
Reformulation versus cutting-planes for robust optimization: A computational study
A survey of robust optimization based machine learning with special reference to support vector machines
Singla, Manisha, Debdas Ghosh, KK Shukla. 2020 · 2020
Later among the works it cites.
Tractable reformulations of two-stage distributionally robust linear programs over the type- ∞ \infty Wasserstein ball
Xie, Weijun. 2020 · 2020
Later among the works it cites.
Postek, Krzysztof, Shimrit Shtern. 2021 · 2021
Later among the works it cites.
Robust and adaptive optimization
Bertsimas, Dimitris, Dick den Hertog. 2022 · 2022
Later among the works it cites.
Two-stage sample robust optimization
Bertsimas, Dimitris, Shimrit Shtern, Bradley Sturt. 2022 · 2022
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Bertsimas, Dimitris, Iain Dunning, Miles Lubin. 2016 · 2016
Cited alongside, same era.
On the ergodic convergence rates of a first-order primal-dual algorithm
Chambolle, Antonin, Thomas Pock. 2016 · 2016
Cited alongside, same era.
SDR approximation bounds for the robust multicast beamforming problem with interference temperature constraints
Wu, Sissi Xiaoxiao, Man-Chung Yue, Anthony Man-Cho So, Wing-Kin Ma. 2017 · 2017
Cited alongside, same era.
Online first-order framework for robust convex optimization
Ho-Nguyen, Nam, Fatma Kılınç-Karzan. 2018 · 2018
Cited alongside, same era.
Data-driven distributionally robust optimization using the Wasserstein metric: Performance guarantees and tractable reformulations
Mohajerin Esfahani, Peyman, Daniel Kuhn. 2018 · 2018
Cited alongside, same era.
Exploiting problem structure in optimization under uncertainty via online convex optimization
Ho-Nguyen, Nam, Fatma Kılınç-Karzan. 2019 · 2019
Cited alongside, same era.
Deriving robust counterparts of nonlinear uncertain inequalities
Ben-Tal, Aharon, Dick den Hertog, Jean-Philippe Vial. 2015a
Cited in the paper.
Hazan, Elad. 2022 · 2022
Later among the works it cites.
On linear optimization over Wasserstein balls
Yue, Man-Chung, Daniel Kuhn, Wolfram Wiesemann. 2022 · 2022
Later among the works it cites.
A data-driven approach to multistage stochastic linear optimization
Bertsimas, Dimitris, Shimrit Shtern, Bradley Sturt. 2023 · 2023
Later among the works it cites.
Distributionally robust stochastic optimization with Wasserstein distance
Gao, Rui, Anton Kleywegt. 2023 · 2023
Later among the works it cites.
A unified approach to synchronization problems over subgroups of the orthogonal group
Liu, Huikang, Man-Chung Yue, Anthony Man-Cho So. 2023 · 2023
Later among the works it cites.