From 0fce88fe961a633d072e01345da8f71011dfc9e1 Mon Sep 17 00:00:00 2001 From: Thibaut Horel Date: Fri, 6 Feb 2015 15:29:16 -0500 Subject: More compression --- paper/sections/discussion.tex | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) (limited to 'paper/sections') diff --git a/paper/sections/discussion.tex b/paper/sections/discussion.tex index b2947a1..9d7f491 100644 --- a/paper/sections/discussion.tex +++ b/paper/sections/discussion.tex @@ -10,12 +10,11 @@ has been obtained for the Lasso in the recent series of papers \cite{javanmard2014, zhang2014}. Finally, the linear threshold model is a commonly studied diffusion process and can also be cast as a \emph{generalized linear cascade} with inverse link function $z \mapsto \mathbbm{1}_{z > 0}$: - -\begin{equation} +$ \label{eq:lt} \tag{LT} X^{t+1}_j = \text{sign} \left(\inprod{\theta_j}{X^t} - t_j \right) -\end{equation} + $ This model therefore falls into the 1-bit compressed sensing model \cite{Boufounos:2008} framework. Several recent papers study the theoretical -- cgit v1.2.3-70-g09d2