stochastic gradient descent algorithm

This paper presents an incremental updating algorithm to analyze streaming datasets using generalized linear models. The proposed method is formulated within a new framework of renewable estimation and incremental inference, in which the estimates …

A new framework of real-time estimation and incremental inference in generalized linear models with cross-sectional data streams.