Statistical Inference for Model Parameters in Stochastic Gradient Descent

Xi Chen, Jason D. Lee, Xin T. Tong +1

The stochastic gradient descent (SGD) algorithm has been widely used in statistical estimation for large-scale data due to its computational and memory efficiency. While most exist…