update advriskmin + team

content/chapters/11_advriskmin/11-15-bias-variance-deep-dive.md

@@ -0,0 +1,11 @@
+---
+title: "Chapter 11.15: Bias Variance Decomposition: Deep Dive"
+weight: 11015
+---
+In this segment, we discuss details of the decomposition of the generalization error of a learner. This section is presented as an **optional** deep-dive, catering to students who are keen on delving into more detailed derivations. Please note that there are no videos accompanying this section.
+
+<!--more-->
+
+### Lecture slides
+
+{{< pdfjs file="https://github.com/slds-lmu/lecture_sl/blob/main/slides-pdf/slides-advriskmin-bias-variance-decomposition-deepdive.pdf" >}}

content/team/_index.md

@@ -6,14 +6,14 @@
   joined the team in summer 2020, held the classes in winter 2020/21, winter 2021/22 and is in charge of the classes held in summer 2022 at LMU Munich.
 - ![](https://www.biostat.statistik.uni-muenchen.de/bilder/fscheipl.png) [Fabian Scheipl](https://www.biostat.statistik.uni-muenchen.de/personen/mitarbeiter/scheipl/index.html)
   joined the team in fall 2018 and contributed to the slides, videos and code demos.
-- ![](https://avatars.githubusercontent.com/u/20367117?v=4) [Daniel Schalk](https://www.compstat.statistik.uni-muenchen.de/people/schalk)
-  is a PhD at Bernd's group and organized the second round of the inverted classroom in spring 2019; he also provided the digital platform for videos, quizzes and exercises.
 - ![](https://www.slds.stat.uni-muenchen.de/images/tobias_pielok.jpg) [Tobias Pielok](https://www.slds.stat.uni-muenchen.de/people/pielok/)
   is a PhD at Bernd’s group and contributed to the code demos and exercises; he also presented the code demos at the classes held in spring 2020.
 - ![](https://www.slds.stat.uni-muenchen.de/images/wimmer.jpg) [Lisa Wimmer](https://www.slds.stat.uni-muenchen.de/people/wimmer/)
   is a PhD at Bernd’s group and contributed to slides and exercises.
 - ![](https://www.slds.stat.uni-muenchen.de/images/yawei_li.JPG) [Yawei Li](https://www.slds.stat.uni-muenchen.de/people/li/)
   is a PhD student at Bernd's group and contributed to the slides and exercises of AdvML.
+- ![](https://www.slds.stat.uni-muenchen.de/images/ChrisK.JPG) [Chris Kolb](https://www.slds.stat.uni-muenchen.de/people/kolb/)
+  is a PhD student at Bernd's group and contributed to the slides and exercises.
 
 ## Current student assistants
 
@@ -26,6 +26,8 @@
 
 ## Alumni
 
+- ![](https://avatars.githubusercontent.com/u/20367117?v=4) [Daniel Schalk](https://www.compstat.statistik.uni-muenchen.de/people/schalk)
+  was a PhD at Bernd's group and organized the second round of the inverted classroom in spring 2019; he also provided the digital platform for videos, quizzes and exercises.
 - ![](https://avatars.githubusercontent.com/u/14146757?v=4) [Heidi Seibold](https://www.compstat.statistik.uni-muenchen.de/people/seibold) joined the team in fall 2019 and has been in charge of the classes held in spring 2020 at LMU Munich and University of Bielefeld.
 - ![](https://avatars.githubusercontent.com/u/1632100?v=4) [Christoph Molnar](https://www.compstat.statistik.uni-muenchen.de/people/molnar)
   was a PhD at Bernd's group and organized the first round of the inverted classroom in spring 2018, including the first round of videos.