Mini-batch Estimation for Deep Cox Models: Statistical Foundations and Practical Guidance
arXiv:2408.02839v5 Announce Type: replace-cross
Abstract: 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 that SGD aims …