Pith. sign in

Bulk universality for generalized Wigner matrices

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
abstract

Consider $N\times N$ Hermitian or symmetric random matrices $H$ where the distribution of the $(i,j)$ matrix element is given by a probability measure $\nu_{ij}$ with a subexponential decay. Let $\sigma_{ij}^2$ be the variance for the probability measure $\nu_{ij}$ with the normalization property that $\sum_{i} \sigma^2_{ij} = 1$ for all $j$. Under essentially the only condition that $c\le N \sigma_{ij}^2 \le c^{-1}$ for some constant $c>0$, we prove that, in the limit $N \to \infty$, the eigenvalue spacing statistics of $H$ in the bulk of the spectrum coincide with those of the Gaussian unitary or orthogonal ensemble (GUE or GOE). We also show that for band matrices with bandwidth $M$ the local semicircle law holds to the energy scale $M^{-1}$.

fields

stat.ML 1

years

2024 1

verdicts

REJECT 1

representative citing papers

Matrix Completion via Residual Spectral Matching

stat.ML · 2024-12-13 · reject · novelty 7.0

A residual spectral matching estimator for noisy matrix completion matches the singular values of residuals to those of sparse random matrices and claims minimax optimal error rates.

citing papers explorer

Showing 1 of 1 citing paper.

  • Matrix Completion via Residual Spectral Matching stat.ML · 2024-12-13 · reject · none · ref 29 · internal anchor

    A residual spectral matching estimator for noisy matrix completion matches the singular values of residuals to those of sparse random matrices and claims minimax optimal error rates.