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Joshua Cutler
Joshua Cutler
University of Washington
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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
182021
Stochastic Optimization under Distributional Drift
J Cutler, D Drusvyatskiy, Z Harchaoui
Journal of Machine Learning Research 24 (147), 1-56, 2023
62023
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
42024
Stochastic Approximation with Dynamic Distributions
JR Cutler
University of Washington, 2023
2023
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