math.ST, stat.ML, stat.TH

The Bernstein-von Mises theorem for Bayesian one-pass online learning

arXiv:2604.27442v1 Announce Type: cross
Abstract: Bayesian online learning provides a coherent framework for sequential inference. However, its theoretical understanding remains limited, particularly in the one-pass setting. Existing theoretical guara…