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variance-reduced gradient

7 papers

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Co-occurring keywords · papers mentioning both

non-convex optimization (4) linear convergence (2) accelerated gradient (2) oracle complexity (2) convex optimization (2) finite-sum optimization (2) stochastic gradient (2) hessian oracle (1) finite-sum minimization (1) expected runtime (1)

Papers

Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients JMLR 2025 SIFAR: A Simple Faster Accelerated Variance-Reduced Gradient Method IJCAI 2025 Differentially Private Non-Convex Optimization under the KL Condition with Optimal Rates ALT 2024 Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization NeurIPS 2022 Bounding the expected run-time of nonconvex optimization with early stopping UAI 2020 Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function NeurIPS 2020 A unified variance-reduced accelerated gradient method for convex optimization NeurIPS 2019