Lightweight Conditional Model Extrapolation for Streaming Data under Class-Prior Shift

Paulina Tomaszewska, Christoph H. Lampert

We introduce LIMES, a new method for learning with non-stationary streaming data, inspired by the recent success of meta-learning. The main idea is not to attempt to learn a single…