Robust combinatorial optimization under convex and discrete cost uncertainty C Buchheim, J Kurtz
EURO Journal on Computational Optimization 6 (3), 211-238, 2018
86 2018 Min–max–min robust combinatorial optimization C Buchheim, J Kurtz
Mathematical Programming 163, 1-23, 2017
79 2017 Data-driven robust optimization using deep neural networks M Goerigk, J Kurtz
Computers & Operations Research 151, 106087, 2023
45 * 2023 Faster algorithms for min-max-min robustness for combinatorial problems with budgeted uncertainty A Chassein, M Goerigk, J Kurtz, M Poss
European Journal of Operational Research 279 (2), 308-319, 2019
34 * 2019 Oracle-based algorithms for binary two-stage robust optimization N Kämmerling, J Kurtz
Computational Optimization and Applications 77 (2), 539-569, 2020
30 2020 Min-max-min robustness: a new approach to combinatorial optimization under uncertainty based on multiple solutions C Buchheim, J Kurtz
Electronic Notes in Discrete Mathematics 52, 45-52, 2016
30 2016 A robust approach to the capacitated vehicle routing problem with uncertain costs L Eufinger, J Kurtz, C Buchheim, U Clausen
INFORMS Journal on Optimization 2 (2), 79-95, 2020
26 2020 Complexity of min–max–min robustness for combinatorial optimization under discrete uncertainty C Buchheim, J Kurtz
Discrete Optimization 28, 1-15, 2018
26 * 2018 Radial eigenfunctions for the game-theoretic -Laplacian on a ball B Kawohl, S Krӧmer, J Kurtz
19 2014 Min–max–min robustness for combinatorial problems with discrete budgeted uncertainty M Goerigk, J Kurtz, M Poss
Discrete Applied Mathematics 285, 707-725, 2020
18 2020 Finding regions of counterfactual explanations via robust optimization D Maragno, J Kurtz, TE Röber, R Goedhart, ŞI Birbil, D den Hertog
INFORMS Journal on Computing, 2024
13 2024 An integer programming approach to deep neural networks with binary activation functions B Bah, J Kurtz
arXiv preprint arXiv:2007.03326, 2020
11 * 2020 Robust combinatorial optimization under budgeted–ellipsoidal uncertainty J Kurtz
EURO Journal on Computational Optimization 6 (4), 315-337, 2018
8 2018 Neur2RO: Neural two-stage robust optimization J Dumouchelle, E Julien, J Kurtz, EB Khalil
The Twelfth International Conference on Learning Representations, 2023
7 2023 From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto S Wasserkrug, L Boussioux, D Hertog, F Mirzazadeh, I Birbil, J Kurtz, ...
arXiv preprint arXiv:2402.16269, 2024
6 2024 Discrete optimization methods for group model selection in compressed sensing B Bah, J Kurtz, O Schaudt
Mathematical Programming 190, 171-220, 2021
6 2021 Efficient and robust mixed-integer optimization methods for training binarized deep neural networks J Kurtz, B Bah
arXiv preprint arXiv:2110.11382, 2021
6 2021 Approximation Guarantees for Min-Max-Min Robust Optimization and -Adaptability Under Objective Uncertainty J Kurtz
SIAM Journal on Optimization 34 (2), 2121-2149, 2024
5 * 2024 Min-max-min robust combinatorial optimization J Kurtz
5 2016 Data-driven prediction of relevant scenarios for robust combinatorial optimization M Goerigk, J Kurtz
Computers & Operations Research, 106886, 2024
4 * 2024