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Yair Carmon

Doctor

 https://orcid.org/0000-0001-5731-8640
1985 …2025

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  • 2025

    Extracting Dual Solutions via Primal Optimizers

    Carmon, Y., Jambulapati, A., O’Carroll, L. & Sidford, A., 11 Feb 2025, 16th Innovations in Theoretical Computer Science Conference, ITCS 2025. Meka, R. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, 29. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 325).

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

  • 2023

    DATACOMP: In search of the next generation of multimodal datasets

    Gadre, S. Y., Ilharco, G., Fang, A., Hayase, J., Smyrnis, G., Nguyen, T., Marten, R., Wortsman, M., Ghosh, D., Zhang, J., Orgad, E., Entezari, R., Daras, G., Pratt, S., Ramanujan, V., Bitton, Y., Marathe, K., Mussmann, S., Vencu, R. & Cherti, M. & 14 others, Krishna, R., Koh, P. W., Saukh, O., Ratner, A., Song, S., Hajishirzi, H., Farhadi, A., Beaumont, R., Oh, S., Dimakis, A., Jitsev, J., Carmon, Y., Shankar, V. & Schmidt, L., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).

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

    69 Scopus citations

  • 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
    2 Scopus citations
  • 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

    6 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

    10 Scopus citations

  • Scaling Laws Under the Microscope: Predicting Transformer Performance from Small Scale Experiments

    Ivgi, M., Carmon, Y. & Berant, J., 2022, Findings of the Association for Computational Linguistics: EMNLP 2022. Goldberg, Y., Kozareva, Z. & Zhang, Y. (eds.). Association for Computational Linguistics (ACL), p. 7383-7400 18 p. (Findings of the Association for Computational Linguistics: EMNLP 2022).

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

    5 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

    152 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

    10 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

    15 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
    16 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

    31 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