iterate averaging

Iterate Averaging in the Quest for Best Test Error JMLR 2024 The Road Less Scheduled NeurIPS 2024 Benign Overfitting of Constant-Stepsize SGD for Linear Regression JMLR 2023 Stochastic Optimization under Distributional Drift JMLR 2023 Benign Overfitting of Constant-Stepsize SGD for Linear Regression COLT 2021 Convergence rates and approximation results for SGD and its continuous-time counterpart COLT 2021 Increasing Iterate Averaging for Solving Saddle-Point Problems AAAI 2021 Stochastic optimization under time drift: iterate averaging, step-decay schedules, and high probability guarantees NeurIPS 2021 Obtaining Adjustable Regularization for Free via Iterate Averaging ICML 2020 Open Problem: Do Good Algorithms Necessarily Query Bad Points? COLT 2019 Stochastic Approximation of Smooth and Strongly Convex Functions: Beyond the $O(1/T)$ Convergence Rate COLT 2019 Averaging Stochastic Gradient Descent on Riemannian Manifolds COLT 2018 Iterate Averaging as Regularization for Stochastic Gradient Descent COLT 2018 Linear Stochastic Approximation: How Far Does Constant Step-Size and Iterate Averaging Go? AISTATS 2018