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demo for " A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems“

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BPSGE-Algorithm

demo for " A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems“ AAAI 2024

References

Please cite our paper if you find our work useful for your research:

[1] Qingsong Wang, Deren Han. ``A Bregman stochastic method for nonconvex nonsmooth problem beyond global Lipschitz gradient continuity". Optimization Methods and Software, 38(5), 914-946, 2023.

[2] Qingsong Wang, Zehui Liu, Chunfeng Cui, Deren Han. `` A Bregman Proximal Stochastic Gradient Method with Extrapolation for Nonconvex Nonsmooth Problems". Proceedings of the AAAI Conference on Artificial Intelligence, 38(14), 15580-15588, 2024. (https://arxiv.org/abs/2401.02040)

Email: nothing2wang@hotmail.com

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