Krzysztof Postek

According to our database, Krzysztof Postek authored at least 13 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Robust Losses for Decision-Focused Learning.

Noah Schutte, Krzysztof Postek, Neil Yorke-Smith

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Improving Metaheuristic Efficiency for Stochastic Optimization by Sequential Predictive Sampling.

Noah Schutte, Krzysztof Postek, Neil Yorke-Smith

Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2024

2023

An adaptive robust optimization model for parallel machine scheduling.

Izack Cohen, Krzysztof Postek, Shimrit Shtern

Eur. J. Oper. Res., 2023

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

Machine Learning for K-adaptability in Two-stage Robust Optimization.

Esther Julien, Krzysztof Postek, S. Ilker Birbil

CoRR, 2022

2021

Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization.

Ward Romeijnders, Krzysztof Postek

INFORMS J. Comput., 2021

2020

Distributionally robust optimization with polynomial densities: theory, models and algorithms.

Etienne de Klerk, Daniel Kuhn, Krzysztof Postek

Math. Program., 2020

Hidden invexity in model predictive control.

Jorn H. Baayen, Krzysztof Postek

CoRR, 2020

2019

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

2018

Computing the Channel Capacity of a Communication System Affected by Uncertain Transition Probabilities.

Krzysztof Postek, Aharon Ben-Tal

IEEE Trans. Inf. Theory, 2018

Robust Optimization with Ambiguous Stochastic Constraints Under Mean and Dispersion Information.

Krzysztof Postek, Aharon Ben-Tal, Dick den Hertog, Bertrand Melenberg

Oper. Res., 2018

2016

Computationally Tractable Counterparts of Distributionally Robust Constraints on Risk Measures.

Krzysztof Postek, Dick den Hertog, Bertrand Melenberg

SIAM Rev., 2016

Multistage Adjustable Robust Mixed-Integer Optimization via Iterative Splitting of the Uncertainty Set.

Krzysztof Postek, Dick den Hertog

INFORMS J. Comput., 2016