Krzysztof Postek

PA Consulting Group — United Kingdom

Decision Sciences · Social Sciences

6h-index331citations39works0.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Risk and Portfolio Optimization(24), Advanced Optimization Algorithms Research(7), Advanced Multi-Objective Optimization Algorithms(6), Advanced Control Systems Optimization(5), Water resources management and optimization(5)

Publications39 total

Sufficient Decision Proxies for Decision-Focused Learning
arXiv (Cornell University)·2025Open Access
Technical Note—Multistage Robust Mixed-Integer Programming
Operations Research·2025Open Access
Hands-On Mathematical Optimization with Python
Cambridge University Press eBooks·2025· 4 cited
Code and Data Repository for First-order algorithms for robust optimization problems via convex-concave saddle-point Lagrangian reformulation
INFORMS journal on computing·2024
First-Order Algorithms for Robust Optimization Problems via Convex-Concave Saddle-Point Lagrangian Reformulation
INFORMS journal on computing·2024
Code and Data Repository for Machine Learning for K-Adaptability in Two-Stage Robust Optimization
INFORMS journal on computing·2024
Machine Learning for <i>K</i>-Adaptability in Two-Stage Robust Optimization
INFORMS journal on computing·2024
Exact and heuristic approaches for the ship-to-shore problem
European Journal of Operational Research·2024· 1 citedOpen Access
Variational Offline Multi-agent Skill Discovery
2024· 1 citedOpen Access
Improving Metaheuristic Efficiency for Stochastic Optimization by Sequential Predictive Sampling
Lecture notes in computer science·2024
Robust Losses for Decision-Focused Learning
arXiv (Cornell University)·2023Open Access
Machine Learning for K-adaptability in Two-stage Robust Optimization
arXiv (Cornell University)·2022· 2 citedOpen Access
An adaptive robust optimization model for parallel machine scheduling
European Journal of Operational Research·2022· 15 citedOpen Access
Hidden invariant convexity for global and conic-intersection optimality guarantees in discrete-time optimal control
Journal of Global Optimization·2021· 2 citedOpen Access
An adaptive robust optimization model for parallel machine scheduling
arXiv (Cornell University)·2021Open Access
First-order algorithms for robust optimization problems via convex-concave saddle-point Lagrangian reformulation
arXiv (Cornell University)·2021· 2 citedOpen Access
Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization
INFORMS journal on computing·2020· 1 citedOpen Access
Global optimality in model predictive control via hidden invariant convexity
arXiv (Cornell University)·2020Open Access
Hidden invexity in model predictive control.
arXiv (Cornell University)·2020Open Access
Distributionally robust optimization with polynomial densities: theory, models and algorithms
Mathematical Programming·2019· 2 citedOpen Access
page 1 of 2Next →

Frequent Co-authors

Dick den Hertog(14), Bertrand Melenberg(7), Aharon Ben‐Tal(5), Shimrit Shtern(5), Noah Schutte(4), Neil Yorke‐Smith(4), Ward Romeijnders(3), Jorn Baayen(3), Esther Julien(3), Ş. İlker Birbil(3), Izack Cohen(2), Etienne de Klerk(2), Daniel Kühn(2), Jarl Kind(1), Chris Pustjens(1), Maarten H. van der Vlerk(1), Alessandro Zocca(1), Joaquim A. S. Gromicho(1), J. Kantor(1), M. Wagenvoort(1)