Yair Carmon

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Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
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◀ ▶ joint publications with Oliver Hinder

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Publications

2025
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  - journals/corr/abs-2506-11336
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Jared Lawrence, Ari Kalinsky, Hannah Bradfield, Yair Carmon, Oliver Hinder:
The Sample Complexity of Parameter-Free Stochastic Convex Optimization. CoRR abs/2506.11336 (2025)
2024
[c32]
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Yair Carmon, Oliver Hinder:
The Price of Adaptivity in Stochastic Convex Optimization. COLT 2024: 772-774
[c31]
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Itai Kreisler, Maor Ivgi, Oliver Hinder, Yair Carmon:
Accelerated Parameter-Free Stochastic Optimization. COLT 2024: 3257-3324
[i36]
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  - journals/corr/abs-2402-10898
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Yair Carmon, Oliver Hinder:
The Price of Adaptivity in Stochastic Convex Optimization. CoRR abs/2402.10898 (2024)
[i34]
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  - journals/corr/abs-2404-00666
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Itai Kreisler, Maor Ivgi, Oliver Hinder, Yair Carmon:
Accelerated Parameter-Free Stochastic Optimization. CoRR abs/2404.00666 (2024)
2023
[c25]
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Maor Ivgi, Oliver Hinder, Yair Carmon:
DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule. ICML 2023: 14465-14499
[i29]
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  - journals/corr/abs-2302-12022
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Maor Ivgi, Oliver Hinder, Yair Carmon:
DoG is SGD's Best Friend: A Parameter-Free Dynamic Step Size Schedule. CoRR abs/2302.12022 (2023)
2022
[c22]
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Yair Carmon, Oliver Hinder:
Making SGD Parameter-Free. COLT 2022: 2360-2389
[i22]
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  - journals/corr/abs-2205-02160
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Yair Carmon, Oliver Hinder:
Making SGD Parameter-Free. CoRR abs/2205.02160 (2022)
2021
[j10]
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  - journals/mp/CarmonDHS21
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Yair Carmon, John C. Duchi, Oliver Hinder, Aaron Sidford:
Lower bounds for finding stationary points II: first-order methods. Math. Program. 185(1-2): 315-355 (2021)
2020
[j9]
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Yair Carmon, John C. Duchi, Oliver Hinder, Aaron Sidford:
Lower bounds for finding stationary points I. Math. Program. 184(1): 71-120 (2020)
2018
[j6]
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Yair Carmon, John C. Duchi, Oliver Hinder, Aaron Sidford:
Accelerated Methods for NonConvex Optimization. SIAM J. Optim. 28(2): 1751-1772 (2018)
2017
[c4]
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Yair Carmon, John C. Duchi, Oliver Hinder, Aaron Sidford:
"Convex Until Proven Guilty": Dimension-Free Acceleration of Gradient Descent on Non-Convex Functions. ICML 2017: 654-663
2016
[i5]
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  - journals/corr/CarmonDHS16
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Yair Carmon, John C. Duchi, Oliver Hinder, Aaron Sidford:
Accelerated Methods for Non-Convex Optimization. CoRR abs/1611.00756 (2016)

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