Cite concurrent work

devmotion · Oct 28, 2019 · 30bad95 · 30bad95
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diff --git a/paper/main.pdf b/paper/main.pdf
diff --git 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
@@ -393,4 +393,36 @@ @article{pastell17_weave
   year =         {2017},
   month =        mar,
   publisher =    {The Open Journal},
-}
+}
+
+@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,
+}
+