I’m currently trying to implement a linear regression model that takes streaming events to train the model incrementally. I know that Stan supports ADVI and ADVI can be used with minibatches. Yet, I can’t figure out a way to estimate the regression coefficients incrementally using the ADVI mini-batch implementation in Stan.
Can someone please help me to figure this out?
Thank you!