Improving Metaheuristic Efficiency for Stochastic Optimization by Sequential Predictive Sampling. - Schutte, Noah; Postek, Krzysztof; Yorke-Smith, Neil (2024)

Robust Losses for Decision-Focused Learning. - Schutte, Noah; Postek, Krzysztof; Yorke-Smith, Neil (2024)

An adaptive robust optimization model for parallel machine scheduling. - Cohen, Izack; Postek, Krzysztof; Shtern, Shimrit (Eur. J. Oper. Res., 2023)

Robust Losses for Decision-Focused Learning. - Schutte, Noah; Postek, Krzysztof; Yorke-Smith, Neil (CoRR, 2023)

Hidden invariant convexity for global and conic-intersection optimality guarantees in discrete-time optimal control. - Baayen, Jorn H.; Postek, Krzysztof (J. Glob. Optim., 2022)

Machine Learning for K-adaptability in Two-stage Robust Optimization. - Julien, Esther; Postek, Krzysztof; Birbil, S. Ilker (CoRR, 2022)

Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization. - Romeijnders, Ward; Postek, Krzysztof (INFORMS J. Comput., 2021)

Distributionally robust optimization with polynomial densities: theory, models and algorithms. - Klerk, Etienne de; Kuhn, Daniel; Postek, Krzysztof (Math. Program., 2020)

Hidden invexity in model predictive control. - Baayen, Jorn H.; Postek, Krzysztof (CoRR, 2020)

An approximation framework for two-stage ambiguous stochastic integer programs under mean-MAD information. - Postek, Krzysztof; Romeijnders, Ward; Hertog, Dick den; Vlerk, Maarten H. van der (Eur. J. Oper. Res., 2019)

Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information. - Postek, Krzysztof; Ben-Tal, Aharon; Hertog, Dick den; Melenberg, Bertrand (Oper. Res., 2018)

Computing the Channel Capacity of a Communication System Affected by Uncertain Transition Probabilities. - Postek, Krzysztof; Ben-Tal, Aharon (IEEE Trans. Inf. Theory, 2018)

Computing the channel capacity of a communication system affected by uncertain transition probabilities. - Postek, Krzysztof; Ben-Tal, Aharon (CoRR, 2017)

Multistage Adjustable Robust Mixed-Integer Optimization via Iterative Splitting of the Uncertainty Set. - Postek, Krzysztof; Hertog, Dick den (INFORMS J. Comput., 2016)

Computationally Tractable Counterparts of Distributionally Robust Constraints on Risk Measures. - Postek, Krzysztof; Hertog, Dick den; Melenberg, Bertrand (SIAM Rev., 2016)