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

On the Identifiability of Tensor Ranks via Prior Predictive Matching

arXiv:2510.14523v2 Announce Type: replace
Abstract: Selecting the latent dimensions (ranks) in tensor factorization is a central challenge that often relies on heuristic methods. This paper introduces a rigorous approach to determine rank identifiabil…