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

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

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

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

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

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

Distributionally robust optimization with polynomial densities: theory, models and algorithms. - Etienne de Klerk; Daniel Kuhn 001; Krzysztof Postek (Math. Program., 2020)

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

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

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

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

Improving Metaheuristic Efficiency for Stochastic Optimization by Sequential Predictive Sampling. - Noah Schutte; Krzysztof Postek; Neil Yorke-Smith (CPAIOR (2), 2024)

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

Machine Learning for K-Adaptability in Two-Stage Robust Optimization. - Esther Julien; Krzysztof Postek; S. Ilker Birbil (INFORMS J. Comput., 2025)

First-Order Algorithms for Robust Optimization Problems via Convex-Concave Saddle-Point Lagrangian Reformulation. - Krzysztof Postek; Shimrit Shtern (INFORMS J. Comput., 2025)

Sufficient Decision Proxies for Decision-Focused Learning. - Noah Schutte; Grigorii Veviurko; Krzysztof Postek; Neil Yorke-Smith (CoRR, 2025)