From 30bad959d34fe70537e228a26b85e0dc88d4a7a5 Mon Sep 17 00:00:00 2001
From: David Widmann <dev+git@devmotion.de>
Date: Mon, 28 Oct 2019 09:00:30 +0100
Subject: [PATCH] Cite concurrent work

---
 paper/main.pdf       | Bin 131 -> 131 bytes
 paper/main.tex       |   5 ++++-
 paper/references.bib |  34 +++++++++++++++++++++++++++++++++-
 3 files changed, 37 insertions(+), 2 deletions(-)

diff --git a/paper/main.pdf b/paper/main.pdf
index d1cbfb18efeb15a5d50aaa3797407863958bed03..a7bedfcecf70e5feba2c3be57ed044f35604a048 100644
GIT binary patch
delta 84
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dA#hhn7hw|x9f&!iJ0-_p%JSTAoU;oyEI$oq7q<Wa

delta 84
zcmV~$yAgmO3;@uhWeP_KkPtG2L*(b3wVf>sII{2UvdcG5WU{3VJXIC0xdc6@1UU*b
eEA@=#hCOjvavzP@HAbL0WMF;nHxFTg0rdy`?-zpr

diff --git a/paper/main.tex b/paper/main.tex
index b5c68fb..2630648 100644
--- a/paper/main.tex
+++ b/paper/main.tex
@@ -271,7 +271,10 @@ \section{Introduction}
 classification, its applicability seems to be limited since its
 histogram-regression based estimator requires partitioning of the potentially
 high-dimensional probability simplex and is asymptotically inconsistent in many
-cases~\citep{vaicenavicius19_evaluat}.
+cases~\citep{vaicenavicius19_evaluat}. Sample complexity bounds for a
+bias-reduced estimator of the $\ECE$ introduced in metereological
+literature~\citep{ferro12_bias_correc_decom_brier_score,broecker11_estim_reliab_resol_probab_forec}
+were derived in concurrent work~\citep{kumar19_verif_uncer_calib}.
 
 \section{Our contribution}
 
diff --git a/paper/references.bib b/paper/references.bib
index 4d07456..654f44a 100644
--- a/paper/references.bib
+++ b/paper/references.bib
@@ -393,4 +393,36 @@ @article{pastell17_weave
   year =         {2017},
   month =        mar,
   publisher =    {The Open Journal},
-}
\ No newline at end of file
+}
+
+@article{ferro12_bias_correc_decom_brier_score,
+  author =       {C. A. T. Ferro and T. E. Fricker},
+  title =        {A Bias-Corrected Decomposition of the {Brier} Score},
+  journal =      {Quarterly Journal of the Royal Meteorological
+                  Society},
+  volume =       {138},
+  number =       {668},
+  pages =        {1954--1960},
+  year =         {2012},
+}
+
+@article{broecker11_estim_reliab_resol_probab_forec,
+  author =       {Jochen Br{\"o}cker},
+  title =        {Estimating Reliability and Resolution of Probability
+                  Forecasts Through Decomposition of the Empirical
+                  Score},
+  journal =      {Climate Dynamics},
+  volume =       {39},
+  number =       {3--4},
+  pages =        {655--667},
+  year =         {2011},
+}
+
+@incollection{kumar19_verif_uncer_calib,
+  author =       {Ananya Kumar and Percy Liang and Tengyu Ma},
+  booktitle =    {Advances in Neural Information Processing Systems
+                  32},
+  title =        {Verified Uncertainty Calibration},
+  year =         2019,
+}
+