Yifei Tang

Adaptive Estimation and Learning under Temporal Distribution Shift

In this paper, we study the problem of estimation and learning under temporal distribution shift. Consider an observation sequence of length $n$, which is a noisy realization of a time-varying ground-truth sequence. Our focus is to develop methods to estimate the groundtruth at the final time-step w…