6 citations · 6 across the 1 of their papers we have counts for
2 papers
stat.ML2021
The Geometry of Over-parameterized Regression and Adversarial Perturbations
Jason W. Rocks, Pankaj Mehta
Classical regression has a simple geometric description in terms of a projection of the training labels onto the column space of the design matrix. However, for over-parameterized…
cond-mat.dis-nn2020★ 6 cited
The Perturbative Resolvent Method: spectral densities of random matrix ensembles via perturbation theory
Wenping Cui, Jason W. Rocks, Pankaj Mehta
We present a simple, perturbative approach for calculating spectral densities for random matrix ensembles in the thermodynamic limit we call the Perturbative Resolvent Method (PRM)…