Learning to Query History: Nonstationary Classification via Learned Retrieval

Jimmy Gammell, Bishal Thapaliya, Yoon Jung +3

Nonstationarity is ubiquitous in practical classification settings, leading deployed models to perform poorly even when they generalize well to holdout sets available at training t…