Kartikey Sharma

Preprints

1. Wäldchen, S., Sharma, K., Zimmer, M., Turan, B., and Pokutta, S. (2022). Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes. [arXiv]
   [BibTeX]

   @misc{wszp_merlinarthur_22,
     archiveprefix = {arXiv},
     eprint = {2206.00759},
     primaryclass = {cs.LG},
     year = {2022},
     author = {Wäldchen, Stephan and Sharma, Kartikey and Zimmer, Max and Turan, Berkant and Pokutta, Sebastian},
     title = {Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes}
   }

2. Wäldchen, S., Sharma, K., Zimmer, M., Turan, B., and Pokutta, S. (2022). Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes. [arXiv]
   [BibTeX]

   @misc{wsztp_merlinarthur_22,
     archiveprefix = {arXiv},
     eprint = {2206.00759},
     primaryclass = {cs.LG},
     year = {2022},
     author = {Wäldchen, Stephan and Sharma, Kartikey and Zimmer, Max and Turan, Berkant and Pokutta, Sebastian},
     title = {Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes}
   }

3. Goess, A., Martin, A., Pokutta, S., and Sharma, K. Norm-induced Cuts: Optimization with Lipschitzian Black-box Functions. [URL]
   [BibTeX]

   @misc{gmps_nic_23,
     url = {https://opus4.kobv.de/opus4-trr154/files/518/nic_preprint.pdf},
     author = {Goess, Adrian and Martin, Alexander and Pokutta, Sebastian and Sharma, Kartikey},
     title = {Norm-induced Cuts: Optimization with Lipschitzian Black-box Functions}
   }

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{abblpsst_distributionally_ro_23,
     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{kshn_identifying_23,
     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{khmbhhpshsgkff_22,
     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{nk_connected_un_22,
     year = {2022},
     journal = {INFORMS Journal on Optimization},
     doi = {10.1287/ijoo.2021.0067},
     author = {Nohadani, Omid and Sharma, Kartikey},
     title = {Optimization Under Connected Uncertainty}
   }

💬 Talks and posters

Conference and workshop talks

📝 Organization