Daniel Cullina

    • 63 Citations
    • 5 h-Index
    20122019
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    Deletion Mathematics
    Upper bound Mathematics
    Sphere packing Mathematics
    Learning systems Engineering & Materials Science
    Coloring Engineering & Materials Science
    Scheduling Engineering & Materials Science
    Real variables Engineering & Materials Science
    Classifiers Engineering & Materials Science

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    Research Output 2012 2019

    • 63 Citations
    • 5 h-Index
    • 11 Conference contribution
    • 4 Article
    • 1 Conference article

    Analysis of a canonical labeling algorithm for the alignment of correlated Erdos-Rényi graphs

    Dai, O. E., Cullina, D., Kiyavash, N. & Grossglauser, M., Jun 20 2019, SIGMETRICS Performance 2019 - Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 97-98 2 p. (SIGMETRICS Performance 2019 - Abstracts of the 2019 SIGMETRICS/Performance Joint International Conference on Measurement and Modeling of Computer Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Labeling
    Sorting
    Seed
    5 Citations (Scopus)

    Enhancing robustness of machine learning systems via data transformations

    Bhagoji, A. N., Cullina, D., Sitawarin, C. & Mittal, P., May 21 2018, 2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2018 52nd Annual Conference on Information Sciences and Systems, CISS 2018).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Learning systems
    Classifiers
    Linear transformations
    Image classification
    Principal component analysis

    Fundamental Limits of Database Alignment

    Cullina, D., Mittal, P. & Kiyavash, N., Aug 15 2018, 2018 IEEE International Symposium on Information Theory, ISIT 2018. Institute of Electrical and Electronics Engineers Inc., p. 651-655 5 p. 8437908. (IEEE International Symposium on Information Theory - Proceedings; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Alignment
    Mutual Information
    Joint Distribution
    Efficient Algorithms
    Correspondence

    PAC-learning in the presence of evasion adversaries

    Cullina, D., Bhagoji, A. N. & Mittal, P., Jan 1 2018, In : Advances in Neural Information Processing Systems. 2018-December, p. 230-241 12 p.

    Research output: Contribution to journalConference article

    Learning algorithms
    Learning systems
    Classifiers
    Detectors
    1 Citation (Scopus)

    Optimizing resource speed for two-stage real-time tasks

    Melani, A., Mancuso, R., Cullina, D., Caccamo, M. & Thiele, L., Jan 1 2017, In : Real-Time Systems. 53, 1, p. 82-120 39 p.

    Research output: Contribution to journalArticle

    Real-time
    Resources
    Scheduling
    Real variables
    Dynamic mechanical analysis