Kartikey Sharma

Preprints

1. Göß, A., Martin, A., Pokutta, S., and Sharma, K. (2024). Norm-induced Cuts: Optimization with Lipschitzian Black-box Functions. [URL] [arXiv]
   [BibTeX]

   @misc{2024_AdrianMartinPokuttaSharma_Norminducedcuts,
     url = {https://opus4.kobv.de/opus4-trr154/files/518/nic_preprint.pdf},
     archiveprefix = {arXiv},
     eprint = {2403.11546},
     primaryclass = {math.OC},
     year = {2024},
     author = {Göß, Adrian and Martin, Alexander and Pokutta, Sebastian and Sharma, Kartikey},
     title = {Norm-induced Cuts: Optimization with Lipschitzian Black-box Functions}
   }

2. Goerigk, M., Hartisch, M., Merten, S., and Sharma, K. (2024). Feature-Based Interpretable Optimization. [arXiv]
   [BibTeX]

   @misc{2024_GoerigkHartischMertenSharma_Featureinterpretableoptimization,
     archiveprefix = {arXiv},
     eprint = {2409.01869},
     primaryclass = {math.OC},
     year = {2024},
     author = {Goerigk, Marc and Hartisch, Michael and Merten, Sebastian and Sharma, Kartikey},
     title = {Feature-Based Interpretable Optimization}
   }

Conference proceedings

1. Wäldchen, S., Sharma, K., Turan, B., Zimmer, M., and Pokutta, S. (2024). Interpretability Guarantees with Merlin-Arthur Classifiers. Proceedings of International Conference on Artificial Intelligence and Statistics. [arXiv]
   [BibTeX]

   @inproceedings{2022_WaeldchenEtAl_Interpretabilityguarantees,
     year = {2024},
     booktitle = {Proceedings of International Conference on Artificial Intelligence and Statistics},
     archiveprefix = {arXiv},
     eprint = {2206.00759},
     primaryclass = {cs.LG},
     author = {Wäldchen, Stephan and Sharma, Kartikey and Turan, Berkant and Zimmer, Max and Pokutta, Sebastian},
     title = {Interpretability Guarantees with Merlin-Arthur Classifiers}
   }

2. Sharma, K., Hendrych, D., Besançon, M., and Pokutta, S. (2024). Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe. Proceedings of INFORMS Optimization Society Conference. [arXiv]
   [BibTeX]

   @inproceedings{2024_SharmaHendrychBesanconPokutta_NetworkdesignMicoFrankwolfe,
     year = {2024},
     booktitle = {Proceedings of INFORMS Optimization Society Conference},
     archiveprefix = {arXiv},
     eprint = {2402.00166},
     primaryclass = {math.OC},
     author = {Sharma, Kartikey and Hendrych, Deborah and Besançon, Mathieu and Pokutta, Sebastian},
     title = {Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe}
   }

Full articles

1. Kevin-Martin, A., Bärmann, A., Braun, K., Liers, F., Pokutta, S., Schneider, O., Sharma, K., and Tschuppik, S. (2023). Data-driven Distributionally Robust Optimization Over Time. INFORMS Journal on Optimization. [arXiv]
   [BibTeX]

   @article{2023_KevinEtAl_Datadrivendistributionallyrobust,
     year = {2023},
     journal = {INFORMS Journal on Optimization},
     archiveprefix = {arXiv},
     eprint = {2304.05377},
     primaryclass = {math.OC},
     author = {Kevin-Martin, Aigner and Bärmann, Andreas and Braun, Kristin and Liers, Frauke and Pokutta, Sebastian and Schneider, Oskar and Sharma, Kartikey and Tschuppik, Sebastian},
     title = {Data-driven Distributionally Robust Optimization Over Time}
   }

2. Kruser, J., Sharma, K., Holl, J., and Nohadani, O. (2023). Identifying Patterns of Medical Intervention in Acute Respiratory Failure: A Retrospective Observational Study. Critical Care Explorations.
   [BibTeX]

   @article{2023_KruserSharmaHollNohadani_Medicalinterventionpatterns,
     year = {2023},
     journal = {Critical Care Explorations},
     author = {Kruser, Jacqueline and Sharma, Kartikey and Holl, Jane and Nohadani, Omid},
     title = {Identifying Patterns of Medical Intervention in Acute Respiratory Failure: A Retrospective Observational Study}
   }

3. Kossen, T., Hirzel, M. A., Madai, V. I., Boenisch, F., Hennemuth, A., Hildebrand, K., Pokutta, S., Sharma, K., Hilbert, A., Sobesky, J., Galinovic, I., Khalil, A. A., Fiebach, J. B., and Frey, D. (2022). Towards Sharing Brain Images: Differentially Private TOF-MRA Images with Segmentation Labels Using Generative Adversarial Networks. Frontiers in Artificial Intelligence. DOI: 10.3389/frai.2022.813842
   [BibTeX]

   @article{2022_KossenEtAl_Brainimagesharing,
     year = {2022},
     journal = {Frontiers in Artificial Intelligence},
     doi = {10.3389/frai.2022.813842},
     author = {Kossen, Tabea and Hirzel, Manuel A. and Madai, Vince I. and Boenisch, Franziska and Hennemuth, Anja and Hildebrand, Kristian and Pokutta, Sebastian and Sharma, Kartikey and Hilbert, Adam and Sobesky, Jan and Galinovic, Ivana and Khalil, Ahmed A. and Fiebach, Jochen B. and Frey, Dietmar},
     title = {Towards Sharing Brain Images: Differentially Private TOF-MRA Images with Segmentation Labels Using Generative Adversarial Networks}
   }

4. Nohadani, O., and Sharma, K. (2022). Optimization Under Connected Uncertainty. INFORMS Journal on Optimization. DOI: 10.1287/ijoo.2021.0067
   [BibTeX]

   @article{2022_NohadaniSharma_Connecteduncertainty,
     year = {2022},
     journal = {INFORMS Journal on Optimization},
     doi = {10.1287/ijoo.2021.0067},
     author = {Nohadani, Omid and Sharma, Kartikey},
     title = {Optimization Under Connected Uncertainty}
   }