From 2d8dabac48abecb6a96376161c4f70846f27de4d Mon Sep 17 00:00:00 2001
From: "kurchan.jorge" <kurchan.jorge@gmail.com>
Date: Wed, 9 Dec 2020 12:31:36 +0000
Subject: Update on Overleaf.

---
 bezout.bib | 10 ++++++++++
 bezout.tex |  4 ++--
 2 files changed, 12 insertions(+), 2 deletions(-)

diff --git a/bezout.bib b/bezout.bib
index 37e8f33..a23955b 100644
--- a/bezout.bib
+++ b/bezout.bib
@@ -194,6 +194,16 @@
   year={1992},
   publisher={Springer}
 }
+@article{castellani2005spin,
+  title={Spin-glass theory for pedestrians},
+  author={Castellani, Tommaso and Cavagna, Andrea},
+  journal={Journal of Statistical Mechanics: Theory and Experiment},
+  volume={2005},
+  number={05},
+  pages={P05012},
+  year={2005},
+  publisher={IOP Publishing}
+}
 
 @article{cugliandolo1993analytical,
   title={Analytical solution of the off-equilibrium dynamics of a long-range spin-glass model},
diff --git a/bezout.tex b/bezout.tex
index 753b65b..702f1ae 100644
--- a/bezout.tex
+++ b/bezout.tex
@@ -39,14 +39,14 @@ different topological properties.
 
 Spin-glasses have long been considered the paradigm of `complex landscapes' of many variables, a subject that
 includes Neural Networks and optimization problems, most notably  Constraint Satisfaction ones.
-The most tractable family of these  are the mean-field spherical p-spin models \cite{crisanti1992sphericalp} 
+The most tractable family of these  are the mean-field spherical p-spin models \cite{crisanti1992sphericalp} (for a review see \cite{castellani2005spin})
 defined by the energy:
 \begin{equation} \label{eq:bare.hamiltonian}
   H_0 = \sum_p \frac{c_p}{p!}\sum_{i_1\cdots i_p}^NJ_{i_1\cdots i_p}z_{i_1}\cdots z_{i_p},
 \end{equation}
 where the $J_{i_1\cdots i_p}$ are real Gaussian variables and the $z_i$ are real and constrained
 to a sphere $\sum_i z_i^2=N$. If there is a single  term of a given $p$, this is known as the `pure $p$-spin' model, the case we shall study here.
-Also in the algebra \cite{cartwright2013number} and probability  literature \cite{auffinger2013complexity,auffinger2013random}
+Also in the Algebra \cite{cartwright2013number} and Probability  literature \cite{auffinger2013complexity,auffinger2013random}.
 
 This problem has been attacked from several angles: the replica trick to
 compute the Boltzmann--Gibbs distribution\cite{crisanti1992sphericalp}, a Kac--Rice \cite{Kac_1943_On,
-- 
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