conftrace_

mini-batch optimization

9 papers

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Co-occurring keywords · papers mentioning both

convergence rate (4) variance reduction (4) convex optimization (4) stochastic gradient descent (3) stochastic optimization (3) proximal gradient (2) stochastic dual coordinate ascent (1) linear convergence (1) condition number (1) dual coordinate ascent (1)

Papers

Second-order Information Promotes Mini-Batch Robustness in Variance-Reduced Gradients JMLR 2025 Sharper Analysis for Minibatch Stochastic Proximal Point Methods: Stability, Smoothness, and Deviation JMLR 2023 Trajectory of Mini-Batch Momentum: Batch Size Saturation and Convergence in High Dimensions NeurIPS 2022 Accelerating Stratified Sampling SGD by Reconstructing Strata IJCAI 2020 A Multigrid Method for Efficiently Training Video Models CVPR 2020 Hybrid Stochastic-Deterministic Minibatch Proximal Gradient: Less-Than-Single-Pass Optimization with Nearly Optimal Generalization ICML 2020 Accelerated Mini-batch Randomized Block Coordinate Descent Method NeurIPS 2014 Stochastic Proximal Gradient Descent with Acceleration Techniques NeurIPS 2014 Accelerated Mini-Batch Stochastic Dual Coordinate Ascent NeurIPS 2013