1 citations · 1 across the 4 of their papers we have counts for
4 papers
Randomly initialized autoencoders: fixed points and edge-of-chaos
Leonid Berlyand, Roman Sarapin, Yitzchak Shmalo +2
In this paper we study autoencoders, a special class of deep neural nets (DNNs) whose performance can be characterized via their fixed points. This perspective naturally raises que…
Limiting eigenvalue distribution of the general deformed Ginibre ensemble
Roman Sarapin
Consider the matrix , where is a matrix (either deterministic or random) and is a matrix independent from drawn f…
Local solubility for a family of quadrics over a split quadric surface
Tim Browning, Julian Lyczak, Roman Sarapin
We study the density of everywhere locally soluble diagonal quadric surfaces, parameterised by rational points that lie on a split quadric surface.
Quartic del Pezzo surfaces with a Brauer group of order 4
Julian Lyczak, Roman Sarapin
We study arithmetic properties of del Pezzo surfaces of degree 4 for which the Brauer group has the largest possible order using different fibrations into curves. We show that if s…