Sep 7, 2009 
43 videos 
Workshops
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Workshop on Learning and Data Mining for Robotics
Toward Using Symbolic Discovery in Designing Controllers of Autonomous Swarm Rob...
Oct 20, 2009 3032 views
Opening of the First International Workshop on LEarning and data Mining for Robo...
Oct 20, 2009 4783 views
A Road Map for Motor Skill Learning
Oct 20, 2009 4942 views
Controlling Humanoid Robots by Means of Genetic Programming
Oct 20, 2009 6372 views
Solving Deterministic Policy (PO)MDPs using
Oct 20, 2009 3255 views
Robotics in Planetary Exploration
Oct 20, 2009 2578 views
Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyr...
Oct 20, 2009 2995 views
Panel: Challenges of Machine Learning-Based Abutonomouas Robotics
Oct 20, 2009 2925 views
Workshop on Learning from Non-IID Data
Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning
Oct 20, 2009 4965 views
Robustness and Generalizability for Markovian Samples
Oct 20, 2009 2894 views
PAC-Bayesian Bounds in the Non IID Case
Oct 20, 2009 2830 views
Hybrid Stochastic-Adversarial On-Line Learning
Oct 20, 2009 3254 views
Nonparametric ICA for Nonstationary Instantaneous Mixtures
Oct 20, 2009 2875 views
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with E...
Oct 20, 2009 3723 views
Workshop on Machine Learning and Music
Modeling the Influence of Performance Controls on Violin Timbre
Oct 20, 2009 2591 views
Detecting Key Features in Popular Music: Case Study - Singing Voice Detection
Oct 20, 2009 4259 views
Audio Genre Classification with Semi-Supervised Feature Ensemble Learning
Oct 20, 2009 3573 views
A Probabilistic Approach to Melodic Similarity
Oct 20, 2009 2800 views
A Framework for Performer Identification in Audio Recordings
Oct 20, 2009 2691 views
Descriptive Subgroup Mining of Folk Music
Oct 20, 2009 2815 views
Melodic Models for Polyphonic Music Classification
Oct 20, 2009 3512 views
Interactive Segmentation of Electro-Acoustic Music
Oct 20, 2009 2720 views
Modeling Expressive Performances of the Singing Voice
Oct 20, 2009 5502 views
Workshop on Explorative Analytics of Information Networks
Information Networks: State of the Art
Oct 20, 2009 2989 views
Creative Knowledge Discovery by Literature Outlier Detection
Oct 20, 2009 3802 views
Characterizing Semantic Relatedness of Search Query Terms
Oct 20, 2009 4486 views
Finding Representative Nodes in Probabilistic Graphs
Oct 20, 2009 3292 views
Probabilistic and Logical Inference for Network Mining
Oct 20, 2009 3299 views
Interactive Visualization of Continuous Node Features in Graphs
Oct 20, 2009 3119 views
Gene Analytics: Discovery and Contextualization of Enriched Gene Sets
Oct 20, 2009 3412 views
Review of Network Abstraction Techniques
Oct 20, 2009 2976 views
"BisoNet" Generation Using Textual Data
Oct 20, 2009 3981 views
Pure Spreading Activation is Pointless
Oct 20, 2009 3986 views
Workshop on Preference Learning
Label Ranking with Partial Abstention Using Ensemble Learning
Oct 20, 2009 4592 views
Combining Ordinal Preferences by Boosting
Oct 20, 2009 5056 views
Preference Learning in Recommender Systems
Oct 20, 2009 5340 views
Object Ranking
Oct 20, 2009 5433 views
UTA - NM: Explaining Stated Preferences with Additive Non-Monotonic Utility Fun...
Oct 20, 2009 3368 views
From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond...
Oct 20, 2009 3536 views
On the Combination of Two Decompositive Multi-Label Classification Methods
Oct 20, 2009 3933 views
Kernel Principal Component Ranking: Robust Ranking on Noisy Data
Oct 20, 2009 3036 views
Learning Various Classes of Models of Lexicographic Orderings
Oct 20, 2009 3148 views
Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Mini...
Oct 20, 2009 3306 views