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Yair Carmon

Doctor

 https://orcid.org/0000-0001-5731-8640
1985 …2024

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  • 2023

    ReSQueing Parallel and Private Stochastic Convex Optimization

    Carmon, Y., Jambulapati, A., Jin, Y., Lee, Y. T., Liu, D., Sidford, A. & Tian, K., 2023, Proceedings - 2023 IEEE 64th Annual Symposium on Foundations of Computer Science, FOCS 2023. IEEE Computer Society, p. 2031-2058 28 p. (Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS).

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

    Open Access
  • 2022

    Distributionally Robust Optimization via Ball Oracle Acceleration

    Carmon, Y. & Hausler, D., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

    2 Scopus citations

  • Optimal and Adaptive Monteiro-Svaiter Acceleration

    Carmon, Y., Hausler, D., Jambulapati, A., Jin, Y. & Sidford, A., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

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

    6 Scopus citations
  • 2021

    Accuracy on the Line: On the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization

    Miller, J., Taori, R., Raghunathan, A., Sagawa, S., Koh, P. W., Shankar, V., Liang, P., Carmon, Y. & Schmidt, L., 2021, Proceedings of the 38th International Conference on Machine Learning, ICML 2021. ML Research Press, p. 7721-7735 15 p. (Proceedings of Machine Learning Research; vol. 139).

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

    96 Scopus citations

  • Never Go Full Batch (in Stochastic Convex Optimization)

    Amir, I., Koren, T., Carmon, Y. & Livni, R., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 25033-25043 11 p. (Advances in Neural Information Processing Systems; vol. 30).

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

    7 Scopus citations

  • Stochastic Bias-Reduced Gradient Methods

    Asi, H., Carmon, Y., Jambulapati, A., Jin, Y. & Sidford, A., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 10810-10822 13 p. (Advances in Neural Information Processing Systems; vol. 13).

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

    9 Scopus citations
  • 2020

    Coordinate methods for matrix games

    Carmon, Y., Jin, Y., Sidford, A. & Tian, K., Nov 2020, Proceedings - 2020 IEEE 61st Annual Symposium on Foundations of Computer Science, FOCS 2020. IEEE Computer Society, p. 283-293 11 p. 9317908. (Proceedings - Annual IEEE Symposium on Foundations of Computer Science, FOCS; vol. 2020-November).

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

    Open Access
    14 Scopus citations

  • Second-Order Information in Non-Convex Stochastic Optimization: Power and Limitations

    Arjevani, Y., Carmon, Y., Duchi, J. C., Foster, D. J., Sekhari, A. & Sridharan, K., 1 Sep 2020, Proceedings of Thirty Third Conference on Learning Theory. Abernethy, J. & Agarwal, S. (eds.). PMLR, Vol. 125. p. 242-299 58 p. (Proceedings of Machine Learning Research).

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

  • 2019

    A Rank-1 Sketch for Matrix Multiplicative Weights

    Carmon, Y., Duchi, J. C., Aaron, S. & Kevin, T., 1 Jan 2019, Proceedings of the Thirty-Second Conference on Learning Theory (COLT). Beygelzimer, A. & Hsu, D. (eds.). Phoenix, USA: PMLR, Vol. 99. p. 589-623 35 p. (Proceedings of Machine Learning Research).

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

  • 2017

    "Convex until proven guilty": Dimension-free acceleration of gradient descent on non-convex functions

    Cannon, Y., Duchi, J. C., Hinder, O. & Sidford, A., 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 1069-1091 23 p. (34th International Conference on Machine Learning, ICML 2017; vol. 2).

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

    29 Scopus citations
  • 2013

    The role of lookahead in estimation under Gaussian noise

    Venkat, K., Weissman, T., Carmon, Y. & Shamai, S., 2013, 2013 IEEE International Symposium on Information Theory, ISIT 2013. p. 2850-2854 5 p. 6620746. (IEEE International Symposium on Information Theory - Proceedings).

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

  • 2012

    Disproof of the Shamai-Laroia conjecture

    Carmon, Y., Shamai, S. & Weissman, T., 2012, 2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012. 6377098. (2012 IEEE 27th Convention of Electrical and Electronics Engineers in Israel, IEEEI 2012).

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

    5 Scopus citations

  • On information, estimation and lookahead

    Venkat, K., Weissman, T., Carmon, Y. & Shamai, S., 2012, 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012. p. 1292-1299 8 p. 6483367. (2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012).

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

    2 Scopus citations
  • 1985

    DECISION SUPPORT SYSTEM FOR LARGE SCALE WATER DEVELOPMENT PROGRAMS.

    Carmon, Y. & Ben-Bassat, M., 1985, IFAC Proceedings Series. r IFAC by Pergamon Press, p. 3193-3199 7 p. (IFAC Proceedings Series).

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