cs.IT, cs.LG, math.IT

Exponential families from a single KL identity

arXiv:2604.28036v1 Announce Type: new
Abstract: Exponential families encompass the distributions central to modern machine learning — softmax, Gaussians, and Boltzmann distributions — and underlie the theory of variational inference, entropy-regular…