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Kartikey Sharma

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My Publications

You can also find all my publications on Google Scholar.

Preprints

  • 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}}

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}}

  • 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
    Accepted for publication in INFORMS Journal on Optimization, [Link]
    [BibTeX] [PDF] 

    @article{aigner2022distributionally,
title={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}}

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

    @article{waldchen2024merlin,
title={Merlin-Arthur Classifiers: Formal Interpretability with Interactive Black Boxes},
author={W{\"a}ldchen, Stephan and Sharma, Kartikey and Zimmer, Max and Pokutta, Sebastian},
journal={Proceedings of International Conference on Artificial Intelligence and Statistics},
year={2024}}

  • 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},
  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}}