Proximal Online Gradient Is Optimum for Dynamic Regret: A General Lower Bound

Yawei Zhao, Shuang Qiu, Kuan Li, Lailong Luo, Jianping Yin, Ji Liu. Proximal Online Gradient Is Optimum for Dynamic Regret: A General Lower Bound. IEEE Transactions on Neural Networks, 33(12):7755-7764, 2022. [doi]

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