== Block-Seminar "Hot Topics in Machine Learning" ==

=== Termine und Informationen ===

||'''Erster Termin für Themenvergabe'''|| Mittwoch, 18.05.2011, 10:00-12:00 Uhr, Raum FR 6046 ||
||'''Weitere Termine und Raum'''|| Blockseminar am 7./15.7.2011 jeweils von 10:30 bis 16:30 Uhr im Raum FR 6046 ||
||'''Verantwortlich'''|| [[http://ml.cs.tu-berlin.de/en/klaus/index.html|Prof. Dr. Klaus-Robert Müller]] ||
||'''Ansprechtpartner(in)'''|| [[mailto:motoaki.kawanabe@first.fraunhofer.de|Motoaki Kawanabe, Ph.D Universität Tokio]],  [[mailto:buenau@cs.tu-berlin.de| Paul von Bünau]] ||
||'''Sprechzeiten'''|| Nach Vereinbarung||
||'''Sprache'''|| Englisch ||
||'''Anrechenbarkeit''|| Wahlpflicht LV in den M.Sc. Modulen Maschinelles Lernen 1 & 2 ||

Achtung: Der Termin für die Themenvergabe wurde um eine Woche nach hinten auf den 18.5. verlegt. 

=== Mailing list ===

Please register in the [[http://groups.google.com/group/mikiobraun-lehre|google group]] to receive announcements 
and to ask questions.

=== Papers ===

Die Vorträge sollen jeweils 35 Minuten (+ 10 Minuten Diskussion) dauern. Wir legen Wert auf diese Zeitvorgabe und werden Vorträge bei deutlicher Überschreitung abbrechen.

|| '''Thema''' || '''Betreuer''' || '''Student''' ||
|| [[attachment:PhysRevLett_103_214101.pdf|Stationary Subspace Analysis]] || [[mailto:buenau@cs.tu-berlin.de|Paul von Bünau]] ||  ||
|| [[https://ml01.zrz.tu-berlin.de/wiki/Main/SS09_Seminar_Robotics|Robotics topics]] || Tobias Lang || ||
|| [[attachment:painless-conjugate-gradient.pdf]] || [[mailto:Soeren.Sonnenburg@tu-berlin.de| Soeren Sonnenburg]] || ||
|| [[http://people.cs.uchicago.edu/~rbg/papers/Object-Detection-with-Discriminatively-Trained-Part-Based-Models--Felzenszwalb-Girshick-McAllester-Ramanan.pdf|Visual object detection (part-based)]] || Motoaki Kawanabe || Sebastian Bach ||
|| [[http://books.nips.cc/papers/files/nips22/NIPS2009_0084.pdf|Image segmentation]] || Motoaki Kawanabe || Angelina Duka ||
|| [[http://www.computer.org/cms/Computer.org/Transactions%20Home%20Pages/TPAMI/PDFs/top_ten_4.pdf|Normalized Cuts and Image Segmentation]] || Wojciech Wojcikiewicz ||  ||
|| [[http://www.jmlr.org/papers/volume9/aspremont08a/aspremont08a.pdf|Sparse PCA]] || Daniel Bartz|| ||
|| [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.127.8686&rep=rep1&type=pdf|Model Evaluation]] || Katja Hansen|| Jun Shi ||
|| [[http://www.jmlr.org/papers/volume6/evgeniou05a/evgeniou05a.pdf|Learning Multiple Tasks with Kernel Methods]] || Wojciech Wojcikiewicz||  ||
|| [[http://www.springerlink.com/content/e1425487365v2227 | Temporal Kernel CCA ]] || [[mailto:fbiessma@cs.tu-berlin.de|Felix Bießmann]] || Peter Steinnökel ||
|| Learning Planning Rules in Noisy Stochastic Worlds || Tobias Lang || Alexander Bikadorov ||
|| [[http://www.cognitivesystems.org/publications/fulltext.pdf|Robust Object Detection]] ||  Motoaki Kawanabe || Wenbo Xu? ||
|| [[http://people.cs.uu.nl/robby/teaching/2011_reading_group/2011_03_24_rick.pdf|object recognition and segmentation]] || Motoaki Kawanabe || Wenbo Xu?||
|| [[http://www.amazon.com/Kernel-Methods-Pattern-Analysis-Shawe-Taylor/dp/0521813972|Modern Learning Theory]] (Chap.4) || [[http://user.cs.tu-berlin.de/~mkloft/|Marius Kloft]] || Felix Brockherde ||
|| [[http://www.fml.tuebingen.mpg.de/raetsch/lectures/mkl-tutorial.pdf/at_download/file|Multiple Kernel Learning]] || [[http://user.cs.tu-berlin.de/~mkloft/|Marius Kloft]] || Kristof Schütt ||
|| [[attachment:lect_notes_ol.pdf|Online Learning in Adversarial Environments]] || [[http://user.cs.tu-berlin.de/~mkloft/|Marius Kloft]] ||  ||
|| [[https://netfiles.uiuc.edu/gwang6/www/LiWangFei-Fei_CVPR2007.pdf|OPTIMOL: Automatic Online Picture collecTion via Incremental MOdel Learning]] || Motoaki Kawanabe || Benjamin Mateev ||
|| Machine Translation || Irene Winkler || Lukas Poustka ||
|| Exploration in Relational Worlds || Tobias Lang || Andreas Orthez ||
|| [[http://vision.stanford.edu/documents/CaoFei-Fei_ICCV2007.pdf|Spatially coherent latent topic model]] || Motoaki Kawanabe || Moritz Lawitsch ||

=== Results ===

|| '''Matrikel-Nr.''' || '''Grade''' ||
|| 335723 || 2.7 ||
|| 315678 || 1.0 ||
|| 310251 || 2.0 ||
|| 309774 || 1.7 ||
|| 315743 || 1.7 ||
|| 334450 || 1.0 ||
|| 327052 || 1.7 ||
|| 329478 || 1.7 ||
|| 315481 || 1.3 ||
|| 329499 || 1.7 ||
|| 310263 || 2.0 ||
|| 310260 || 1.7 ||