Central Limit Theorems for Stochastic Gradient Descent Quantile Estimators

Ziyang Wei, Jiaqi Li, Likai Chen +1

This paper develops asymptotic theory for quantile estimation via stochastic gradient descent (SGD) with a constant learning rate. The quantile loss function is neither smooth nor…