Jannis Kurtz - RankMe

35 papers A* 3Journal 32

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Counterfactual explanations for linear optimization. Eur. J. Oper. Res. Jannis Kurtz, S. Ilker Birbil, Dick den Hertog
2026	J	`jnl`	Globalized Adversarial Regret Optimization: Robust Decisions with Uncalibrated Predictions. CoRR Jannis Kurtz, Bart P. G. Van Parys
2026	J	`jnl`	Linear Model Extraction via Factual and Counterfactual Queries. CoRR Daan Otto, Jannis Kurtz, Dick den Hertog, S. Ilker Birbil
2025	J	`jnl`	Coherent Local Explanations for Mathematical Optimization. CoRR Daan Otto, Jannis Kurtz, S. Ilker Birbil
2025	J	`jnl`	Connections between Robust and Bilevel Optimization. Open J. Math. Optim. Marc Goerigk, Jannis Kurtz, Martin Schmidt, Johannes Thürauf
2025	J	`jnl`	Counterfactual Explanations for Integer Optimization Problems. CoRR Felix Engelhardt, Jannis Kurtz, S. Ilker Birbil, Ted K. Ralphs
2025	J	`jnl`	Data-driven prediction of relevant scenarios for robust combinatorial optimization. Comput. Oper. Res. Marc Goerigk, Jannis Kurtz
2025	A*	`conf`	Enhancing Decision Making Through the Integration of Large Language Models and Operations Research Optimization. AAAI Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno
2024	J	`jnl`	Approximation Guarantees for Min-Max-Min Robust Optimization and \({\boldsymbol{k}}\)-Adaptability Under Objective Uncertainty. SIAM J. Optim. Jannis Kurtz
2024	J	`jnl`	Counterfactual Explanations for Linear Optimization. CoRR Jannis Kurtz, S. Ilker Birbil, Dick den Hertog
2024	J	`jnl`	Finding Regions of Counterfactual Explanations via Robust Optimization. INFORMS J. Comput. Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog
2024	J	`jnl`	From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto. CoRR Segev Wasserkrug, Léonard Boussioux, Dick den Hertog, Farzaneh Mirzazadeh, S. Ilker Birbil, Jannis Kurtz, Donato Maragno
2024	A*	`conf`	Neur2BiLO: Neural Bilevel Optimization. NeurIPS Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2024	J	`jnl`	Neur2BiLO: Neural Bilevel Optimization. CoRR Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2024	A*	`conf`	Neur2RO: Neural Two-Stage Robust Optimization. ICLR Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias Boutros Khalil
2023	J	`jnl`	Data-driven robust optimization using deep neural networks. Comput. Oper. Res. Marc Goerigk, Jannis Kurtz
2023	J	`jnl`	Finding Regions of Counterfactual Explanations via Robust Optimization. CoRR Donato Maragno, Jannis Kurtz, Tabea E. Röber, Rob Goedhart, S. Ilker Birbil, Dick den Hertog
2023	J	`jnl`	Neur2RO: Neural Two-Stage Robust Optimization. CoRR Justin Dumouchelle, Esther Julien, Jannis Kurtz, Elias B. Khalil
2022	J	`jnl`	Data-driven Prediction of Relevant Scenarios for Robust Optimization. CoRR Marc Goerigk, Jannis Kurtz
2022	J	`jnl`	Ensemble Methods for Robust Support Vector Machines using Integer Programming. CoRR Jannis Kurtz
2021	J	`jnl`	Discrete optimization methods for group model selection in compressed sensing. Math. Program. Bubacarr Bah, Jannis Kurtz, Oliver Schaudt
2021	J	`jnl`	Efficient and Robust Mixed-Integer Optimization Methods for Training Binarized Deep Neural Networks. CoRR Jannis Kurtz, Bubacarr Bah
2021	J	`jnl`	New complexity results and algorithms for min-max-min robust combinatorial optimization. CoRR Jannis Kurtz
2020	J	`jnl`	A Robust Approach to the Capacitated Vehicle Routing Problem with Uncertain Costs. INFORMS J. Optim. Lars Eufinger, Jannis Kurtz, Christoph Buchheim, Uwe Clausen
2020	J	`jnl`	An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions. CoRR Bubacarr Bah, Jannis Kurtz
2020	J	`jnl`	Data-Driven Robust Optimization using Unsupervised Deep Learning. CoRR Marc Goerigk, Jannis Kurtz
2020	J	`jnl`	Min-max-min robustness for combinatorial problems with discrete budgeted uncertainty. Discret. Appl. Math. Marc Goerigk, Jannis Kurtz, Michael Poss
2020	J	`jnl`	Oracle-based algorithms for binary two-stage robust optimization. Comput. Optim. Appl. Nicolas Kämmerling, Jannis Kurtz
2019	J	`jnl`	Discrete Optimization Methods for Group Model Selection in Compressed Sensing. CoRR Bubacarr Bah, Jannis Kurtz, Oliver Schaudt
2019	J	`jnl`	Faster algorithms for min-max-min robustness for combinatorial problems with budgeted uncertainty. Eur. J. Oper. Res. André B. Chassein, Marc Goerigk, Jannis Kurtz, Michael Poss
2018	J	`jnl`	Complexity of min-max-min robustness for combinatorial optimization under discrete uncertainty. Discret. Optim. Christoph Buchheim, Jannis Kurtz
2018	J	`jnl`	Robust combinatorial optimization under budgeted-ellipsoidal uncertainty. EURO J. Comput. Optim. Jannis Kurtz
2018	J	`jnl`	Robust combinatorial optimization under convex and discrete cost uncertainty. EURO J. Comput. Optim. Christoph Buchheim, Jannis Kurtz
2017	J	`jnl`	Min-max-min robust combinatorial optimization. Math. Program. Christoph Buchheim, Jannis Kurtz
2016	J	`jnl`	Min-max-min robustness: a new approach to combinatorial optimization under uncertainty based on multiple solutions. Electron. Notes Discret. Math. Christoph Buchheim, Jannis Kurtz