Can Generative AI Solve Your In-Context Learning Problem? A Martingale Perspective

Andrew Jesson, Nicolas Beltran-Velez, David Blei

This work is about estimating when a conditional generative model (CGM) can solve an in-context learning (ICL) problem. An in-context learning (ICL) problem comprises a CGM, a data…