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Jannis Kurtz
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Jahr
Robust combinatorial optimization under convex and discrete cost uncertainty
C Buchheim, J Kurtz
EURO Journal on Computational Optimization 6 (3), 211-238, 2018
862018
Min–max–min robust combinatorial optimization
C Buchheim, J Kurtz
Mathematical Programming 163, 1-23, 2017
792017
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
302020
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
302016
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
262020
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
192014
Min–max–min robustness for combinatorial problems with discrete budgeted uncertainty
M Goerigk, J Kurtz, M Poss
Discrete Applied Mathematics 285, 707-725, 2020
182020
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
132024
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
82018
Neur2RO: Neural two-stage robust optimization
J Dumouchelle, E Julien, J Kurtz, EB Khalil
The Twelfth International Conference on Learning Representations, 2023
72023
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
62024
Discrete optimization methods for group model selection in compressed sensing
B Bah, J Kurtz, O Schaudt
Mathematical Programming 190, 171-220, 2021
62021
Efficient and robust mixed-integer optimization methods for training binarized deep neural networks
J Kurtz, B Bah
arXiv preprint arXiv:2110.11382, 2021
62021
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
52016
Data-driven prediction of relevant scenarios for robust combinatorial optimization
M Goerigk, J Kurtz
Computers & Operations Research, 106886, 2024
4*2024
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