My Publications

You can also find all my publications on Google Scholar.

Preprints

Scenario Reduction for Distributionally Robust Optimization (2025)
Kevin-Martin Aigner, Sebastian Denzler, Frauke Liers, Sebastian Pokutta, Kartikey Sharma
[BibTeX] [PDF]

@article{aigner2025srdro,
         title={Scenario Reduction for Distributionally Robust Optimization},
         author={Aigner, Kevin-Martin and Denzler, Sebastian and Liers, Frauke and Pokutta, Sebastian and Sharma, Kartikey},
         journal={arXiv preprint arXiv:2503.11484},
         year={2025}
        }

Norm-induced Cuts: Optimization with Lipschitzian Black-box Functions (2023)
Adrian Goess, Alexander Martin, Sebastian Pokutta, Kartikey Sharma
[BibTeX] [PDF]

@article{goess2023nic,
title={Norm-induced Cuts: Optimization with Lipschitzian Black-box Functions},
author={Goess, Adrian and Martin, Alexander and Pokutta, Sebastian and Sharma, Kartikey}}

Feature-Based Interpretable Surrogates for Optimization (2024)
Marc Goerigk, Michael Hartisch, Sebastian Merten, Kartikey Sharma
[BibTeX] [PDF]

@article{goerigk2024fiso,
title={Feature-Based Interpretable Surrogates for Optimization},
author={Goerigk, Marc and Hartisch, Michael and Merten, Sebastian and Sharma, Kartikey}}

Journal and Conference Publications

Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe (2024)
Kartikey Sharma, Deborah Hendrych, Mathieu Besançon, Sebastian Pokutta
Proceedings of INFORMS Optimization Society Conference., [Link]
[BibTeX] [PDF]
```
@article{sharma2024netdesign,
title={Network Design for the Traffic Assignment Problem with Mixed-Integer Frank-Wolfe},
author={Sharma, Kartikey and Hendrych, Deborah and Besançon, Mathieu and Pokutta, Sebastian}
year={2024}}
```

Identifying Patterns of Medical Intervention in Acute Respiratory Failure: A Retrospective Observational Study (2023)
Jacqueline M Kruser, Kartikey Sharma, Jane L Holl, Omid Nohadani
Critical Care Explorations, [Link]
[BibTeX] [PDF]

@article{kruser2023identifying,
title={Identifying Patterns of Medical Intervention in Acute Respiratory Failure: A Retrospective Observational Study},
author={Kruser, Jacqueline M and Sharma, Kartikey and Holl, Jane L and Nohadani, Omid},
journal={Critical Care Explorations},
volume={5},
number={10},
pages={e0984},
year={2023},
publisher={LWW}}

Data-driven Distributionally Robust Optimization over Time (2023)
Kevin-Martin Aigner, Andreas Bärmann, Kristin Braun, Frauke Liers, Sebastian Pokutta, Oskar Schneider, Kartikey Sharma, Sebastian Tschuppik
INFORMS Journal on Optimization, [Link]
[BibTeX] [PDF]

@article{aigner2022distributionally,
title={Data-driven distributionally robust optimization over time},
author={Aigner, Kevin-Martin and B{\"a}rmann, Andreas and Braun, Kristin and Liers, Frauke and Pokutta, Sebastian and Schneider, Oskar and Sharma, Kartikey and Tschuppik, Sebastian},
journal={INFORMS Journal on Optimization},
volume={5},
number={4},
pages={376--394},
year={2023},
publisher={INFORMS}}

Interpretability Guarantees with Merlin-Arthur Classifiers (2024)
Stephan Wäldchen, Kartikey Sharma, Max Zimmer, Berkant Turan, Sebastian Pokutta
Proceedings of International Conference on Artificial Intelligence and Statistics., [Link]
[BibTeX] [PDF]

@InProceedings{waldchen2024merlin,
title = 	 {Interpretability Guarantees with {M}erlin-{A}rthur Classifiers},
author =       {W\"{a}ldchen, Stephan and Sharma, Kartikey and Turan, Berkant and Zimmer, Max and Pokutta, Sebastian},
booktitle = 	 {Proceedings of The 27th International Conference on Artificial Intelligence and Statistics},
pages = 	 {1963--1971},
year = 	 {2024},
volume = 	 {238},
series = 	 {Proceedings of Machine Learning Research},
publisher =    {PMLR}}

Optimization under Connected Uncertainty (2022)
Omid Nohadani, Kartikey Sharma
INFORMS Journal on Optimization, [Link]
[BibTeX] [PDF]

@article{nohadani2022optimization,
title={Optimization under connected uncertainty},
author={Nohadani, Omid and Sharma, Kartikey},
journal={INFORMS Journal on Optimization},
volume={4},
number={3},
pages={326--346},
year={2022},
publisher={INFORMS}}

Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks (2022)
Tabea Kossen, Manuel A Hirzel, Vince I Madai, Franziska Boenisch, Anja Hennemuth, Kristian Hildebrand, Sebastian Pokutta, Kartikey Sharma, Adam Hilbert, Jan Sobesky, Ivana Galinovic, Ahmed A Khalil, Jochen B Fiebach, and Dietmar Frey
Frontiers in Artificial Intelligence, [Link]
[BibTeX] [PDF]

@article{kossen2022toward,
title={Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks},
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 others},
journal={Frontiers in Artificial Intelligence},
volume={5},
year={2022},
publisher={Frontiers Media SA}}

Optimization under Decision Dependent Uncertainty (2018)
Omid Nohadani, Kartikey Sharma
SIAM Journal on Optimization, [Link]
[BibTeX] [PDF]

@article{nohadani2018optimization,
title={Optimization under decision-dependent uncertainty},
author={Nohadani, Omid and Sharma, Kartikey},
journal={SIAM Journal on Optimization},
volume={28},
number={2},
pages={1773--1795},
year={2018},
publisher={SIAM}}

Detecting earnings management in India: A sector-wise study (2014)
Raghuveer Kaur, Kartikey Sharma, and Ashu Khanna
European Journal of Business and Management, [Link]
[BibTeX] [PDF]

@article{kaur2014detecting,
title={Detecting earnings management in India: A sector-wise study},
author={Kaur, Raghuveer and Sharma, Kartikey and Khanna, Ashu},
journal={European Journal of Business and Management},
volume={6},
number={11},
pages={11--18},
year={2014}}

Books and Edited Volumes

Mathematical Optimization for Machine Learning. (2025)
Konstantin Fackeldey, Aswin Kannan, Sebastian Pokutta, Kartikey Sharma, Daniel Walter, Andrea Walther, Martin Weiser
Proceedings of the MATH+ Thematic Einstein Semester 2023, [Link]
[BibTeX] [PDF]

@book{fackeldey2025moml,
      title = {Mathematical Optimization for Machine Learning},
      title = {Proceedings of the MATH+ Thematic Einstein Semester 2023},
      editor = {Konstantin Fackeldey and Aswin Kannan and Sebastian Pokutta and Kartikey Sharma and Daniel Walter and Andrea Walther and Martin Weiser},
      publisher = {De Gruyter},
      isbn = {9783111376776},
      year = {2025}
     }