English

Sharp complexity asymptotics and topological trivialization for the (p, k) spiked tensor model

Probability 2022-04-20 v1 Mathematical Physics math.MP

Abstract

We provide O(1) asymptotics for the average number of deep minima of the (p,k) spiked tensor model. We also derive an explicit formula for the limiting ground state energy on the N-dimensional sphere, similar to the work of Jagannath-Lopatto-Miolane. Moreover, when the signal to noise ratio is large enough, the expected number of deep minima is asymptotically finite as N tends to infinity and we determine its limit as the signal-to-noise ratio diverges.

Keywords

Cite

@article{arxiv.2106.09768,
  title  = {Sharp complexity asymptotics and topological trivialization for the (p, k) spiked tensor model},
  author = {Antonio Auffinger and Gerard Ben Arous and Zhehua Li},
  journal= {arXiv preprint arXiv:2106.09768},
  year   = {2022}
}

Comments

24 pages, 2 figures

R2 v1 2026-06-24T03:20:05.150Z