Diff for "Main/SS11_SeminarHotTopicsML"

Differences between revisions 13 and 26 (spanning 13 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 7./15.7.2011 jeweils von 10:30 bis 16:30 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 (part-based)	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
Robust Object Detection	Motoaki Kawanabe	Wenbo Xu?
object recognition and segmentation	Motoaki Kawanabe	Wenbo Xu?
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
Spatially coherent latent topic model	Motoaki Kawanabe	Moritz Lawitsch

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

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-||'''Weitere Termine und Raum'''|| Blockseminar am 4./5.7.2011 von 10:00 bis 17:00 Uhr im 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 ||
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+=== Mailing list ===

Please register in the [[http://groups.google.com/group/mikiobraun-lehre|google group]] to receive announcements 
and to ask questions.
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-|| [[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 (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 ||  ||
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+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 ||
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+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 ||  Motoaki Kawanabe ||  ||
|| Probabilistic Latent Semantic Indexing || Motoaki Kawanabe ||  ||
|| A Bayesian Hierarchical Model for Learning Natural Scene Categories || Motoaki Kawanabe || ||
|| [[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]] || ||
|| [[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]] || ||
|| [[attachment:lect_notes_ol.pdf|Online Learning in Adversarial Environments]] || [[http://user.cs.tu-berlin.de/~mkloft/|Marius Kloft]] || ||
|| OPTIMOL: Automatic Online Picture collecTion via Incremental MOdel Learning || Motoaki Kawanabe || Benjamin Mateev ||
+|| [[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 ||