cs.IT, cs.LG, math.IT, math.ST, stat.TH

Information-theoretic Limits of Learning and Estimation

arXiv:2605.06710v1 Announce Type: cross
Abstract: Information theory plays a central role in establishing fundamental limits on what any learning or estimation algorithm can — and cannot — achieve, regardless of computational power. In this chapter,…