Change of measure through the Legendre transform
arXiv:2202.05568v2 Announce Type: replace
Abstract: PAC-Bayes generalisation bounds are derived via change-of-measure inequalities that transfer concentration properties from a reference measure to all posterior measures. The specific choice of change…