From 5cdb3e644a0526c3a38f1f20df14bbf54a06afa0 Mon Sep 17 00:00:00 2001
From: Jaron Kent-Dobias <jaron@kent-dobias.com>
Date: Wed, 14 Sep 2022 16:28:39 +0200
Subject: Added draft appeal letter.

---
 appeal.tex | 70 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 70 insertions(+)
 create mode 100644 appeal.tex

(limited to 'appeal.tex')

diff --git a/appeal.tex b/appeal.tex
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+\documentclass[a4paper]{letter}
+
+\usepackage[utf8]{inputenc} % why not type "Bézout" with unicode?
+\usepackage[T1]{fontenc} % vector fonts plz
+\usepackage{newtxtext,newtxmath} % Times for PR
+\usepackage[
+  colorlinks=true,
+  urlcolor=purple,
+  linkcolor=black,
+  citecolor=black,
+  filecolor=black
+]{hyperref} % ref and cite links with pretty colors
+\usepackage{xcolor}
+\usepackage[style=phys]{biblatex}
+
+\addbibresource{bezout.bib}
+
+\signature{
+  \vspace{-6\medskipamount}
+  \smallskip
+  Jaron Kent-Dobias \& Jorge Kurchan
+}
+
+\address{
+  Laboratoire de Physique\\
+  Ecole Normale Sup\'erieure\\
+  24 rue Lhomond\\ 
+  75005 Paris
+}
+
+\begin{document}
+\begin{letter}{
+  Editorial Office\\
+  Physical Review Letters\\
+  1 Research Road\\
+  Ridge, NY 11961
+}
+
+\opening{To the editors of Physical Review,}
+
+We wish to appeal the decision on our manuscript \emph{How to count in
+hierarchical landscapes: A ‘full’ solution to mean-field complexity}, which was
+rejected without being sent to referees.
+
+The problem of characterizing the geometry of complex energy and cost
+landscapes is long-standing. Until this work, no correct calculation had been
+made for the complexity of systems without a so-called replica symmetric
+solution, which represent an small minority of systems. We show explicitly how
+such calculations can be made for the vast majority of cases.
+
+Landscape complexity even for the simple models we consider is relevant to a
+broad spectrum of physics disciplines. These models appear explicitly in modern
+research of machine learning, like tensor denoising, and understanding how
+complexity, dynamics, and equilibrium interplay in them provides powerful analogies
+and insights into emergent phenomena in more complicated contexts, from
+realistic machine learning models to the behavior of structural glasses.
+Already in this work, we identify the surprising result that the purported
+algorithmic threshold for optimization on mean-field cost functions lies
+\emph{far above} the geometric threshold traditionally understood as the dynamic limit.
+
+We urge you to allow this paper to go to referees and allow it to
+be judged by other scientists at the forefront of these fields.
+
+\closing{Sincerely,}
+
+\vspace{1em}
+
+\end{letter}
+
+\end{document}
-- 
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From 33d89f6ec26a545df9db276914904cacfd64c3fc Mon Sep 17 00:00:00 2001
From: Jaron Kent-Dobias <jaron@kent-dobias.com>
Date: Thu, 15 Sep 2022 13:59:20 +0200
Subject: Edited appeal letter.

---
 appeal.tex | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

(limited to 'appeal.tex')

diff --git a/appeal.tex b/appeal.tex
index dce7fee..7ae78f4 100644
--- a/appeal.tex
+++ b/appeal.tex
@@ -43,10 +43,10 @@ hierarchical landscapes: A ‘full’ solution to mean-field complexity}, which
 rejected without being sent to referees.
 
 The problem of characterizing the geometry of complex energy and cost
-landscapes is long-standing. Until this work, no correct calculation had been
-made for the complexity of systems without a so-called replica symmetric
-solution, which represent an small minority of systems. We show explicitly how
-such calculations can be made for the vast majority of cases.
+landscapes is long-standing. Until this work, the correct calculation of the
+complexity has only been made for a small minority of systems, those with
+so-called replica symmetry. We show explicitly how such calculations can be
+made for the vast majority of cases.
 
 Landscape complexity even for the simple models we consider is relevant to a
 broad spectrum of physics disciplines. These models appear explicitly in modern
-- 
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