Distributed Continual Learning with CoCoA in High-dimensional Linear Regression

Martin Hellkvist, Ayça Özçelikkale, Anders Ahlén

We consider estimation under scenarios where the signals of interest exhibit change of characteristics over time. In particular, we consider the continual learning problem where di…