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Dive into the research topics where Yair Carmon is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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An Analytical Model for Overparameterized Learning Under Class Imbalance
Mor, E. & Carmon, Y., Feb 2025, In: Transactions on Machine Learning Research. 2025-FebruaryResearch output: Contribution to journal › Article › peer-review
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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
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LANGUAGE MODELS SCALE RELIABLY WITH OVER-TRAINING AND ON DOWNSTREAM TASKS
Gadre, S. Y., Smyrnis, G., Shankar, V., Gururangan, S., Wortsman, M., Shao, R., Mercat, J., Fang, A., Li, J., Keh, S., Xin, R., Nezhurina, M., Vasiljevic, I., Jitsev, J., Soldaini, L., Dimakis, A. G., Ilharco, G., Koh, P. W., Song, S. & Kollar, T. & 5 others, , 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 47297-47318 22 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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The Price of Adaptivity in Stochastic Convex Optimization
Carmon, Y. & Hinder, O., 2025, (Accepted/In press) In: Mathematical Programming.Research output: Contribution to journal › Article › peer-review
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Accelerated Parameter-Free Stochastic Optimization
Kreisler, I., Ivgi, M., Hinder, O. & Carmon, Y., 2024, In: Proceedings of Machine Learning Research. 247, p. 3257-3324 68 p.Research output: Contribution to journal › Conference article › peer-review