3 citations · 6 across the 3 of their papers we have counts for
5 papers
Matrix Concentration Inequalities and Free Probability II. Two-sided Bounds and Applications
Afonso S. Bandeira, Giorgio Cipolloni, Dominik Schröder +1
The first paper in this series introduced a new family of nonasymptotic matrix concentration inequalities that sharply capture the spectral properties of very general random matric…
Deterministic equivalent and error universality of deep random features learning
Dominik Schröder, Hugo Cui, Daniil Dmitriev +1
This manuscript considers the problem of learning a random Gaussian network function using a fully connected network with frozen intermediate layers and trainable readout layer. Th…
Optimal Lower Bound on Eigenvector Overlaps for non-Hermitian Random Matrices
Giorgio Cipolloni, László Erdős, Joscha Henheik +1
We consider large non-Hermitian matrices with an additive independent, identically distributed (i.i.d.) noise for each matrix elements. We show that already a small noi…
Switching between Numerical Black-box Optimization Algorithms with Warm-starting Policies
Dominik Schröder, Diederick Vermetten, Hao Wang +2
When solving optimization problems with black-box approaches, the algorithms gather valuable information about the problem instance during the optimization process. This informatio…
Towards the bulk universality of non-Hermitian random matrices
Giorgio Cipolloni, László Erdős, Dominik Schröder
We consider the non-Hermitian analogue of the celebrated Wigner-Dyson-Mehta bulk universality phenomenon, i.e. that in the bulk the local eigenvalue statistics of a large random ma…