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Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes.

, , , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1207-1215. PMLR, (2021)

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Convergence Analysis of Homotopy-SGD for non-convex optimization., , , , and . CoRR, (2020)Shuffling Gradient-Based Methods with Momentum., , and . CoRR, (2020)Contraction Estimates for Abstract Real-Time Algorithms for NMPC., , and . CDC, page 8085-8092. IEEE, (2019)Improved Complexity Of Trust-Region Optimization For Zeroth-Order Stochastic Oracles with Adaptive Sampling., , and . WSC, page 1-12. IEEE, (2021)Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes., , , , , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 1207-1215. PMLR, (2021)Time-optimal path following for robots with trajectory jerk constraints using sequential convex programming., , , , , , and . ICRA, page 1916-1921. IEEE, (2013)Distributed nonlinear optimal control using sequential convex programming and smoothing techniques., , , , and . CDC, page 543-548. IEEE, (2009)Transferring Optimality Across Data Distributions via Homotopy Methods, , , , and . International Conference on Learning Representations, (2020)Real-Time Sequential Convex Programming for Optimal Control Applications., , and . HPSC, page 91-102. Springer, (2009)A Unified Convergence Analysis for Shuffling-Type Gradient Methods., , , , and . CoRR, (2020)