Abbas Mehrabian

activity

20102019

most citedNearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks

196 citations · 319 across the 19 of their papers we have counts for

collaborators

Showing 2016Show all

2 papers · 1 filter

cs.SI2016

Rumours spread slowly in a small world spatial network

Jeannette Janssen, Abbas Mehrabian

Rumour spreading is a protocol for modelling the spread of information through a network via user-to-user interaction. The Spatial Preferred Attachment (SPA) model is a random grap…

math.PR2016

A simple tool for bounding the deviation of random matrices on geometric sets

Christopher Liaw, Abbas Mehrabian, Yaniv Plan +1

Let $A$ be an isotropic, sub-gaussian $m \times n$ matrix. We prove that the process $Z_{x} := ∥ A x ∥_{2} - m ∥ x ∥_{2}$ has sub-gaussian increments. Using this, we show that for a…