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20122024
most citedAsymptotic normality and optimalities in estimation of large Gaussian graphical models

224 citations · 344 across the 14 of their papers we have counts for

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stat.ML2024

Mini-batch Estimation for Deep Cox Models: Statistical Foundations and Practical Guidance

Lang Zeng, Weijing Tang, Zhao Ren +1

The stochastic gradient descent (SGD) algorithm has been widely used to optimize deep Cox neural network (Cox-NN) by updating model parameters using mini-batches of data. We show t…