collaborators

8 papers

math.PR2026

Shifted Anticoncentration for Real Gram Hafnians and Symmetric Gaussian Hafnians

Hongru Zhao

We prove a uniform shifted anticoncentration theorem for the hafnian of a real Gaussian Gram matrix under an explicit condition on the row dimension. After normalization by its roo…

quant-ph2026

Uniform Hiding and Two Routes to Relative Accuracy in Gaussian Boson Sampling

Hongru Zhao

Gaussian boson sampling requires control of how closely finite optical matrices follow Gaussian reference laws. We prove an explicit total variation bound of order between…

stat.CO2026

Convex Reparameterization and Self-Concordant Algorithms for Multivariate Regression with Covariance Estimation

Hongru Zhao, Huiqian Feng

Building on a reparameterization for multivariate linear regression that yields a jointly convex penalized likelihood in the reparameterized regression coefficient matrix and the p…

quant-ph2026

Weak Typicality of von Neumann Entanglement Entropy in Gaussian Boson Sampling

Hongru Zhao

We study the von Neumann entanglement entropy generated by a Haar distributed passive interferometer acting on equally squeezed input modes with fixed nonzero squeezing strengt…

quant-ph2026

Exact Moments of Gaussian Gram Hafnians Reveal an Threshold for Weak Anticoncentration

Hongru Zhao

Anticoncentration is central to hardness arguments for approximate sampling. In the independent Gaussian surrogate for collision free Gaussian boson sampling, the moment ratio stud…

math.PR2026

Sharp Berry-Esseen Bounds for the Log Determinant of a Gaussian Sample Correlation Matrix

Hongru Zhao

Let be the Pearson sample correlation matrix formed from independent Gaussian observations in dimensions, and write . Under the null correlation $R…