Jannis Kurtz

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Integer Program

Robust Optimization

Top Venues

EURO J. Comput. Optim.

Publications

Jannis Kurtz
Approximation Guarantees for Min-Max-Min Robust Optimization and \({\boldsymbol{k}}\)-Adaptability Under Objective Uncertainty. SIAM J. Optim. 34 (2) (2024)
Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno
From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. CoRR (2024)
Jannis Kurtz, S. Ilker Birbil, Dick den Hertog
Counterfactual Explanations for Linear Optimization. CoRR (2024)
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
Neur2BiLO: Neural Bilevel Optimization. CoRR (2024)
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil
Neur2RO: Neural Two-Stage Robust Optimization. ICLR (2024)
Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
Neur2RO: Neural Two-Stage Robust Optimization. CoRR (2023)
Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog
Finding Regions of Counterfactual Explanations via Robust Optimization. CoRR (2023)
Marc Goerigk, Jannis Kurtz
Data-driven robust optimization using deep neural networks. Comput. Oper. Res. 151 (2023)
Jannis Kurtz
Ensemble Methods for Robust Support Vector Machines using Integer Programming. CoRR (2022)
Marc Goerigk, Jannis Kurtz
Data-driven Prediction of Relevant Scenarios for Robust Optimization. CoRR (2022)
Jannis Kurtz, Bubacarr Bah
Efficient and Robust Mixed-Integer Optimization Methods for Training Binarized Deep Neural Networks. CoRR (2021)
Jannis Kurtz
New complexity results and algorithms for min-max-min robust combinatorial optimization. CoRR (2021)
Bubacarr Bah, Jannis Kurtz, Oliver Schaudt
Discrete optimization methods for group model selection in compressed sensing. Math. Program. 190 (1) (2021)
Nicolas Kämmerling, Jannis Kurtz
Oracle-based algorithms for binary two-stage robust optimization. Comput. Optim. Appl. 77 (2) (2020)
Marc Goerigk, Jannis Kurtz
Data-Driven Robust Optimization using Unsupervised Deep Learning. CoRR (2020)
Lars Eufinger, Jannis Kurtz, Christoph Buchheim, Uwe Clausen
A Robust Approach to the Capacitated Vehicle Routing Problem with Uncertain Costs. INFORMS J. Optim. 2 (2) (2020)
Marc Goerigk, Jannis Kurtz, Michael Poss
Min-max-min robustness for combinatorial problems with discrete budgeted uncertainty. Discret. Appl. Math. 285 (2020)
Bubacarr Bah, Jannis Kurtz
An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions. CoRR (2020)
André B. Chassein, Marc Goerigk, Jannis Kurtz, Michael Poss
Faster algorithms for min-max-min robustness for combinatorial problems with budgeted uncertainty. Eur. J. Oper. Res. 279 (2) (2019)
Bubacarr Bah, Jannis Kurtz, Oliver Schaudt
Discrete Optimization Methods for Group Model Selection in Compressed Sensing. CoRR (2019)
Jannis Kurtz
Robust combinatorial optimization under budgeted-ellipsoidal uncertainty. EURO J. Comput. Optim. 6 (4) (2018)
Christoph Buchheim, Jannis Kurtz
Robust combinatorial optimization under convex and discrete cost uncertainty. EURO J. Comput. Optim. 6 (3) (2018)
Christoph Buchheim, Jannis Kurtz
Complexity of min-max-min robustness for combinatorial optimization under discrete uncertainty. Discret. Optim. 28 (2018)
Christoph Buchheim, Jannis Kurtz
Min-max-min robust combinatorial optimization. Math. Program. 163 (1-2) (2017)
Christoph Buchheim, Jannis Kurtz
Min-max-min robustness: a new approach to combinatorial optimization under uncertainty based on multiple solutions. Electron. Notes Discret. Math. 52 (2016)