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20222026
most citedQuantile and pseudo-Huber Tensor Decomposition

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math.ST2026

SGD with Dependent Data: Optimal Estimation, Regret, and Inference

Yinan Shen, Yichen Zhang, Wen-Xin Zhou

This work investigates the performance of the final iterate produced by stochastic gradient descent (SGD) under temporally dependent data. We consider two complementary sources of…