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SinRas · Aug 15, 2018 · 372cdc5 · 372cdc5
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diff --git a/.gitignore b/.gitignore
@@ -1,20 +1,29 @@
 # Vim Temporary files
 **/*~
+
 # Cleaning Script file
 clean.sh
+
 # Dropbox folder
 .dropbox
+
 # Swp files made by Gummi (Tex Editor)
 **/*.swp
+
 # Jupyter Checkpoint Folders
 **/.ipynb_checkpoints
+
 # flaged files: Files containing 'test_' in the beginning of their name
 **/test_*
+
 # PyCache
 **/__pycache__
+
 # Data Cache
 **/cache
+
 # Compiled .pdf
 main.pdf
+
 # Stored Data from Traffic Simulation
 codes/traffic/od_p_p.txt.7z
diff --git a/chapters/previous-research-compilable.tex b/chapters/previous-research-compilable.tex
@@ -37,9 +37,22 @@ \section{
 
 
 % ---------------------------------------
-% Concept Drift Problem
+% Dynamic Weighted Majority: 2003
+
+% ---------------------------------------
+% Concept Drift Problem: 2004
 \input{\basepath notes/problem-of-concept-drift}
 
+% ---------------------------------------
+% Dynamic Weighted Majority: 2006
+
+
+% ---------------------------------------
+% 
+
+
+
+
 
 
 

diff --git a/chapters/references.tex b/chapters/references.tex
@@ -24,12 +24,12 @@
 \bibitem{onlinelearningbubeck}
 \bibauthors{ S\'ebastien Bubeck}. 
 \bibtitle{Introduction to Online Optimization}.\\
-\bibpublication{Princeton University - Department of Operations Research and Financial Engineering, 2011.}
+\bibpublication{Princeton University - Department of Operations Research and Financial Engineering, 2011}
 
 \bibitem{convexoptimization}
 \bibauthors{Stephen Boyd, Lieven Vandenberghe}. 
 \bibtitle{Convex Optimization}.\\
-\bibpublication{Cambridge University Press, 2004.}
+\bibpublication{Cambridge University Press, 2004}
 
 
 \bibitem{ocprogrammingzinkevich}
@@ -47,6 +47,16 @@
 \bibtitle{Dynamic Weighted Majority: An Ensemble Method for Drifting Concepts}.\\
 \bibpublication{3rd IEEE Int. Conf. on Data Mining ICDM, 2003}
 
+\bibitem{predictionlearninggames2006}
+\bibauthors{N. Cesa-Bianchi, G. Lugosi}
+\bibtitle{Prediction, Learning, and Games}.\\
+\bibpublication{Cambridge University Press, 2006}
+
+\bibitem{onlinelearningshwartz2011}
+\bibauthors{S. Shalev-Shwartz}
+\bibtitle{Online Learning and Online Convex Optimization}.\\
+\bibpublication{Foundations and Trends in Machine Learning, Vol. 4, No. 2, 2011}
+
 
 % ---------------------------------------
 % Indirect References