Diff for "Main/SS11_SeminarHotTopicsML"

Differences between revisions 11 and 21 (spanning 10 versions)

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 4./5.7.2011 von 10:00 bis 17:00 Uhr im Raum FR 6046
Verantwortlich	Prof. Dr. Klaus-Robert Müller
Ansprechtpartner(in)	Motoaki Kawanabe, Ph.D Universität Tokio, 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 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
Stationary Subspace Analysis	Paul von Bünau
Robotics topics	Tobias Lang
painless-conjugate-gradient.pdf	Soeren Sonnenburg
Visual object detection	Motoaki Kawanabe	Sebastian Bach
Image segmentation	Motoaki Kawanabe	Angelina Duka
Normalized Cuts and Image Segmentation	Wojciech Wojcikiewicz
Sparse PCA	Daniel Bartz
Model Evaluation	Katja Hansen	Jun Shi
Learning Multiple Tasks with Kernel Methods	Wojciech Wojcikiewicz
Temporal Kernel CCA	Felix Bießmann	Peter Steinnökel
Learning Planning Rules in Noisy Stochastic Worlds	Tobias Lang	Alexander Bikadorov
Object Detection with Discriminatively Trained Part Based Models	Motoaki Kawanabe	Wenbo Xu
A Bayesian Hierarchical Model for Learning Natural Scene Categories	Motoaki Kawanabe
Modern Learning Theory (Chap.4)	Marius Kloft	Felix Brockherde
Multiple Kernel Learning	Marius Kloft	Kristof Schütt
Online Learning in Adversarial Environments	Marius Kloft
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

IDA Wiki: Main/SS11_SeminarHotTopicsML (last edited 2011-07-15 14:26:31 by PaulBuenau)

-  ⇤ ← Revision 11 as of 2011-05-17 07:26:23 → 
  Size: 3140
  Editor: PaulBuenau
  Comment:
+   ← Revision 21 as of 2011-05-19 13:52:45 → ⇥
  Size: 3805
  Editor: PaulBuenau
  Comment:
-Deletions are marked like this.
+Additions are marked like this.
 Line 15:
+=== Mailing list ===

Please register in the [[http://groups.google.com/group/mikiobraun-lehre|google group]] to receive announcements 
and to ask questions.
-Line 23:
+Line 28:
-|| [[http://people.cs.uchicago.edu/~rbg/papers/Object-Detection-with-Discriminatively-Trained-Part-Based-Models--Felzenszwalb-Girshick-McAllester-Ramanan.pdf|Visual object detection]] || Motoaki Kawanabe || ||
|| [[http://books.nips.cc/papers/files/nips22/NIPS2009_0084.pdf|Image segmentation]] || Motoaki Kawanabe ||  ||
|| [[http://www.computer.org/cms/Computer.org/Transactions%20Home%20Pages/TPAMI/PDFs/top_ten_4.pdf|Normalized Cuts and Image Segmentation]] || Wojciech Wojcikiewicz || ||
+|| [[http://people.cs.uchicago.edu/~rbg/papers/Object-Detection-with-Discriminatively-Trained-Part-Based-Models--Felzenszwalb-Girshick-McAllester-Ramanan.pdf|Visual object detection]] || 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 ||  ||
-Line 27:
+Line 32:
-|| [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.127.8686&rep=rep1&type=pdf|Model Evaluation]] || Katja Hansen|| ||
+|| [[http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.127.8686&rep=rep1&type=pdf|Model Evaluation]] || Katja Hansen|| Jun Shi ||
-Line 29:
+Line 34:
-|| [[http://www.springerlink.com/content/e1425487365v2227 | Temporal Kernel CCA ]] || [[mailto:fbiessma@cs.tu-berlin.de|Felix Bießmann]] || ||
|| Learning Planning Rules in Noisy Stochastic Worlds || Tobias Lang ||  ||
|| Object Detection with Discriminatively Trained Part Based Models || ||  ||
|| Probabilistic Latent Semantic Indexing || Motoaki Kawanabe ||  ||
+|| [[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 ||
|| Object Detection with Discriminatively Trained Part Based Models ||  Motoaki Kawanabe || Wenbo Xu ||
-Line 34:
+Line 38:
-|| Modern Learning Theory || Marius Kloft || ||
|| Multiple Kernel Learning || Marius Kloft || ||
|| [[attachment:lect_notes_ol.pdf|Online Learning in Adversarial Environments]] || Marius Kloft || ||
+|| [[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]] || ||
-Line 38:
+Line 42:
+|| Machine Translation || Irene Winkler || Lukas Poustka ||
|| Exploration in Relational Worlds || Tobias Lang || Andreas Orthez ||