Canonical Polyadic Decomposition (CPD) and TensorTrain (TT)-constrained kernel machines converge in the limit of large ranks to the same Gaussian Process (GP) when specifying appropriate i.i.d. priors across their components.

Authors

• Person: Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche Organization: AISTATS
  Track: Poster Session 3 - aistats 2026

Sources

• Track: Poster Session 3 - aistats 2026 virtual.aistats.org Samuel Tesfazgi, Leonhard Sprandl, Sandra Hirche · AISTATS via serper

Referenced by nodes (1)

• Gaussian Process concept