Unverified
2026
Conservative multifractal cascade prior
Use a conservative multiplicative cascade as a hierarchical latent prior or data-augmentation mechanism for models that generate intermittent, heavy-tailed, multiscale fields. The model receives a controllable cascade-width parameter, allowing systematic conditioning and evaluation across levels of non-Gaussianity instead of relying only on Gaussian latent noise.
Paper: Exact topology of conservative multiplicative cascades: An ultrametric transfer-operator genus
arXiv:2608.24897