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Joshua Cutler
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Stochastic optimization under time drift: iterate averaging, step decay, and high-probability guarantees
J Cutler, D Drusvyatskiy, Z Harchaoui
Advances in Neural Information Processing Systems 34, 11859-11869, 2021
232021
Stochastic Optimization under Distributional Drift
J Cutler, D Drusvyatskiy, Z Harchaoui
Journal of Machine Learning Research 24 (147), 1-56, 2023
112023
Stochastic Approximation with Decision-Dependent Distributions: Asymptotic Normality and Optimality
J Cutler, M Díaz, D Drusvyatskiy
Journal of Machine Learning Research 25 (90), 1-49, 2024
82024
The radius of statistical efficiency
J Cutler, M Díaz, D Drusvyatskiy
arXiv preprint arXiv:2405.09676, 2024
2024
Stochastic Approximation with Dynamic Distributions
JR Cutler
University of Washington, 2023
2023
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Articles 1–5