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Akshay Dhonthi Ramesh Babu

Calculated based on number of publications stored in Pure and citations from Scopus
20222024

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Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

  • SDG 3 - Good Health and Well-being

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  • 3 Conference contribution

  • AGNES: Abstraction-Guided Framework for Deep Neural Networks Security

    Dhonthi Ramesh Babu, A., Eiermann, M., Hahn, E. M. & Hashemi, V., 2024, Verification, Model Checking, and Abstract Interpretation - 25th International Conference, VMCAI 2024, Proceedings. Dimitrova, R., Lahav, O. & Wolff, S. (eds.). Springer, p. 124-138 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14500 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    19 Downloads (Pure)

  • Backdoor Mitigation in Deep Neural Networks via Strategic Retraining

    Dhonthi Ramesh Babu, A., Hahn, E. M. & Hashemi, V., 3 Mar 2023, Formal Methods - 25th International Symposium, FM 2023, Proceedings. Chechik, M., Katoen, J.-P. & Leucker, M. (eds.). Springer, p. 635-647 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14000 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    Open Access
    File
    31 Downloads (Pure)

  • Optimizing Demonstrated Robot Manipulation Skills for Temporal Logic Constraints

    Dhonthi Ramesh Babu, A., Schillinger, P., Rozo, L. & Nardi, D., 26 Dec 2022, IEEE/RSJ International Conference on Intelligent Robots and Systems, IROS 2022. IEEE, p. 1255-1262 8 p. (IEEE International Conference on Intelligent Robots and Systems; vol. 2022-October).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

    6 Citations (Scopus)