Workshops

Workshops

43 Lectures · Sep 7, 2009

Uploaded videos:

Workshop on Learning and Data Mining for Robotics

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04:05

Opening of the First International Workshop on LEarning and data Mining for Robo...

Michèle Sebag

Oct 20, 2009

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4760 Views

Opening
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59:46

Controlling Humanoid Robots by Means of Genetic Programming

Hitoshi Iba

Oct 20, 2009

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6341 Views

Lecture
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18:49

Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyr...

Constantin Bergatt

Oct 20, 2009

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2965 Views

Lecture
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16:31

Toward Using Symbolic Discovery in Designing Controllers of Autonomous Swarm Rob...

Einoshin Suzuki

Oct 20, 2009

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3007 Views

Lecture
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29:05

Robotics in Planetary Exploration

Ugo Galassi

Oct 20, 2009

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2553 Views

Lecture
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58:35

A Road Map for Motor Skill Learning

Jan Peters

Oct 20, 2009

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4913 Views

Invited Talk
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14:43

Solving Deterministic Policy (PO)MDPs using

Thomas Furmston

Oct 20, 2009

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3232 Views

Lecture
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01:11:57

Panel: Challenges of Machine Learning-Based Abutonomouas Robotics

Michèle Sebag

Oct 20, 2009

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2909 Views

Panel

Workshop on Learning from Non-IID Data

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59:30

Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning

Shai Ben-David

Oct 20, 2009

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4942 Views

Invited Talk
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57:46

Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with E...

Nicolas Vayatis

Oct 20, 2009

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3706 Views

Invited Talk
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29:30

Robustness and Generalizability for Markovian Samples

Zhao Xu

Oct 20, 2009

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2873 Views

Lecture
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38:09

PAC-Bayesian Bounds in the Non IID Case

François Laviolette

Oct 20, 2009

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2803 Views

Lecture
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32:11

Hybrid Stochastic-Adversarial On-Line Learning

Alessandro Lazaric

Oct 20, 2009

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3227 Views

Lecture
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12:03

Nonparametric ICA for Nonstationary Instantaneous Mixtures

Nima Reyhani

Oct 20, 2009

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2860 Views

Lecture

Workshop on Machine Learning and Music

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34:17

Descriptive Subgroup Mining of Folk Music

Jonatan Taminau

Oct 20, 2009

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2794 Views

Lecture
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17:36

Detecting Key Features in Popular Music: Case Study - Singing Voice Detection

Rui Nóbrega

Oct 20, 2009

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4231 Views

Lecture
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27:46

A Framework for Performer Identification in Audio Recordings

Rafael Ramirez

Oct 20, 2009

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2668 Views

Lecture
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30:32

Melodic Models for Polyphonic Music Classification

Ruben Hillewaere

Oct 20, 2009

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3493 Views

Lecture
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29:09

Audio Genre Classification with Semi-Supervised Feature Ensemble Learning

Zehra Cataltepe

Oct 20, 2009

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3544 Views

Lecture
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27:58

Modeling the Influence of Performance Controls on Violin Timbre

Alfonso Perez Carrillo

Oct 20, 2009

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2561 Views

Lecture
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37:50

Modeling Expressive Performances of the Singing Voice

Maria Cristina Marinescu

Oct 20, 2009

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5456 Views

Lecture
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24:56

A Probabilistic Approach to Melodic Similarity

Jose M. Iñesta

Oct 20, 2009

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2775 Views

Lecture
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22:02

Interactive Segmentation of Electro-Acoustic Music

Sebastien Gulluni

Oct 20, 2009

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2700 Views

Lecture

Workshop on Explorative Analytics of Information Networks

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19:05

Information Networks: State of the Art

Tobias Kötter

Oct 20, 2009

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2974 Views

Lecture
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28:02

Characterizing Semantic Relatedness of Search Query Terms

Dominik Benz

Oct 20, 2009

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4449 Views

Lecture
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23:43

Gene Analytics: Discovery and Contextualization of Enriched Gene Sets

Nada Lavrač

Oct 20, 2009

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3380 Views

Lecture
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12:22

Review of Network Abstraction Techniques

Fang Zhou

Oct 20, 2009

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2956 Views

Lecture
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21:30

Probabilistic and Logical Inference for Network Mining

Luc De Raedt

Oct 20, 2009

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3284 Views

Lecture
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17:30

Finding Representative Nodes in Probabilistic Graphs

Laura Langohr

Oct 20, 2009

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3270 Views

Lecture
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27:01

Pure Spreading Activation is Pointless

Kilian Thiel

Oct 20, 2009

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3966 Views

Lecture
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15:32

Interactive Visualization of Continuous Node Features in Graphs

Stefan Haun

Oct 20, 2009

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3088 Views

Lecture
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17:49

Creative Knowledge Discovery by Literature Outlier Detection

Ingrid Petrič

Oct 20, 2009

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3775 Views

Lecture
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24:31

"BisoNet" Generation Using Textual Data

Marc Segond

Oct 20, 2009

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3954 Views

Lecture

Workshop on Preference Learning

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43:52

Object Ranking

Toshihiro Kamishima

Oct 20, 2009

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5387 Views

Invited Talk
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29:14

From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond...

Willem Waegeman

Oct 20, 2009

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3506 Views

Lecture
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22:15

Kernel Principal Component Ranking: Robust Ranking on Noisy Data

Evgeni Tsivtsivadze

Oct 20, 2009

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3023 Views

Lecture
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32:16

Combining Ordinal Preferences by Boosting

Chih-Jen Lin

Oct 20, 2009

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5035 Views

Lecture
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30:46

Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Mini...

Krzysztof Dembczynski

Oct 20, 2009

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3282 Views

Lecture
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30:47

Learning Various Classes of Models of Lexicographic Orderings

Jérôme Mengin

Oct 20, 2009

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3131 Views

Lecture
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24:20

On the Combination of Two Decompositive Multi-Label Classification Methods

Grigorios Tsoumakas

Oct 20, 2009

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3904 Views

Lecture
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18:46

Label Ranking with Partial Abstention Using Ensemble Learning

Weiwei Cheng

Oct 20, 2009

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4555 Views

Lecture
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32:11

Preference Learning in Recommender Systems

Leo Iaquinta

Oct 20, 2009

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5315 Views

Lecture
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26:03

UTA - NM: Explaining Stated Preferences with Additive Non-Monotonic Utility Fun...

Tomáš Kliegr

Oct 20, 2009

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3353 Views

Lecture