Jannis Kurtz

According to our database, Jannis Kurtz authored at least 23 papers between 2016 and 2024.

Collaborative distances:

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

2024

Approximation Guarantees for Min-Max-Min Robust Optimization and \({\boldsymbol{k}}\)-Adaptability Under Objective Uncertainty.

Jannis Kurtz

SIAM J. Optim., 2024

Finding Regions of Counterfactual Explanations via Robust Optimization.

Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog

INFORMS J. Comput., 2024

Counterfactual Explanations for Linear Optimization.

Jannis Kurtz, S. Ilker Birbil, Dick den Hertog

CoRR, 2024

From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto.

Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno

CoRR, 2024

Neur2BiLO: Neural Bilevel Optimization.

Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil

CoRR, 2024

Neur2RO: Neural Two-Stage Robust Optimization.

Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Data-driven robust optimization using deep neural networks.

Marc Goerigk, Jannis Kurtz

Comput. Oper. Res., 2023

2022

Data-driven Prediction of Relevant Scenarios for Robust Optimization.

Marc Goerigk, Jannis Kurtz

CoRR, 2022

Ensemble Methods for Robust Support Vector Machines using Integer Programming.

Jannis Kurtz

CoRR, 2022

2021

Discrete optimization methods for group model selection in compressed sensing.

Bubacarr Bah, Jannis Kurtz, Oliver Schaudt

Math. Program., 2021

Efficient and Robust Mixed-Integer Optimization Methods for Training Binarized Deep Neural Networks.

Jannis Kurtz, Bubacarr Bah

CoRR, 2021

New complexity results and algorithms for min-max-min robust combinatorial optimization.

Jannis Kurtz

CoRR, 2021

2020

A Robust Approach to the Capacitated Vehicle Routing Problem with Uncertain Costs.

Lars Eufinger, Jannis Kurtz, Christoph Buchheim, Uwe Clausen

INFORMS J. Optim., January, 2020

Min-max-min robustness for combinatorial problems with discrete budgeted uncertainty.

Marc Goerigk, Jannis Kurtz, Michael Poss

Discret. Appl. Math., 2020

Data-Driven Robust Optimization using Unsupervised Deep Learning.

Marc Goerigk, Jannis Kurtz

CoRR, 2020

An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions.

Bubacarr Bah, Jannis Kurtz

CoRR, 2020

Oracle-based algorithms for binary two-stage robust optimization.

Nicolas Kämmerling, Jannis Kurtz

Comput. Optim. Appl., 2020

2019

Faster algorithms for min-max-min robustness for combinatorial problems with budgeted uncertainty.

André B. Chassein, Marc Goerigk, Jannis Kurtz, Michael Poss

Eur. J. Oper. Res., 2019

2018

Robust combinatorial optimization under budgeted-ellipsoidal uncertainty.

Jannis Kurtz

EURO J. Comput. Optim., 2018

Robust combinatorial optimization under convex and discrete cost uncertainty.

Christoph Buchheim, Jannis Kurtz

EURO J. Comput. Optim., 2018

Complexity of min-max-min robustness for combinatorial optimization under discrete uncertainty.

Christoph Buchheim, Jannis Kurtz

Discret. Optim., 2018

2017

Min-max-min robust combinatorial optimization.

Christoph Buchheim, Jannis Kurtz

Math. Program., 2017

2016

Min-max-min robustness: a new approach to combinatorial optimization under uncertainty based on multiple solutions.

Christoph Buchheim, Jannis Kurtz

Electron. Notes Discret. Math., 2016