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20162022

Research activity per year

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  • EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning

    Vargaftik, S., Basat, R. B., Portnoy, A., Mendelson, G., Ben-Itzhak, Y. & Mitzenmacher, M., 2022, In: Proceedings of Machine Learning Research. 162, p. 21984-22014 31 p.

    Research output: Contribution to journalConference articlepeer-review

    8 Scopus citations
  • EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning

    Vargaftik, S., Basat, R. B., Portnoy, A., Mendelson, G., Itzhak, Y. B. & Mitzenmacher, M., 1 May 2022, Proceedings of the 39th International Conference on Machine Learning. Chaudhuri, K., Jegelka, S., Song, L., Szepesvari, C., Niu, G. & Sabato, S. (eds.). Vol. 162. p. 21984-22014 31 p. (Proceedings of Machine Learning Research).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  • A lower bound on the stability region of redundancy-d with FIFO service discipline

    Mendelson, G., Jan 2021, In: Operations Research Letters. 49, 1, p. 113-120 8 p.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    3 Scopus citations
  • AnchorHash: A Scalable Consistent Hash

    Mendelson, G., Vargaftik, S., Barabash, K., Lorenz, D. H., Keslassy, I. & Orda, A., Apr 2021, In: IEEE/ACM Transactions on Networking. 29, 2, p. 517-528 12 p., 9288994.

    Research output: Contribution to journalArticlepeer-review

    Open Access
    13 Scopus citations
  • DRIVE: One-bit Distributed Mean Estimation

    Vargaftik, S., Basat, R. B., Portnoy, A., Mendelson, G., Ben-Itzhak, Y. & Mitzenmacher, M., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). p. 362-377 16 p. (Advances in Neural Information Processing Systems; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    11 Scopus citations