Workshops
43 Videos · Sep 7, 2009
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Videos
Workshop on Learning and Data Mining for Robotics
Toward Using Symbolic Discovery in Designing Controllers of Autonomous Swarm Rob...
Oct 20, 2009 3028 views
Opening of the First International Workshop on LEarning and data Mining for Robo...
Oct 20, 2009 4781 views
A Road Map for Motor Skill Learning
Oct 20, 2009 4940 views
Controlling Humanoid Robots by Means of Genetic Programming
Oct 20, 2009 6369 views
Solving Deterministic Policy (PO)MDPs using
Oct 20, 2009 3252 views
Robotics in Planetary Exploration
Oct 20, 2009 2575 views
Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyr...
Oct 20, 2009 2992 views
Panel: Challenges of Machine Learning-Based Abutonomouas Robotics
Oct 20, 2009 2924 views
Workshop on Learning from Non-IID Data
Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning
Oct 20, 2009 4960 views
Robustness and Generalizability for Markovian Samples
Oct 20, 2009 2890 views
PAC-Bayesian Bounds in the Non IID Case
Oct 20, 2009 2822 views
Hybrid Stochastic-Adversarial On-Line Learning
Oct 20, 2009 3251 views
Nonparametric ICA for Nonstationary Instantaneous Mixtures
Oct 20, 2009 2873 views
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with E...
Oct 20, 2009 3719 views
Workshop on Machine Learning and Music
Modeling the Influence of Performance Controls on Violin Timbre
Oct 20, 2009 2589 views
Detecting Key Features in Popular Music: Case Study - Singing Voice Detection
Oct 20, 2009 4254 views
Audio Genre Classification with Semi-Supervised Feature Ensemble Learning
Oct 20, 2009 3570 views
A Probabilistic Approach to Melodic Similarity
Oct 20, 2009 2797 views
A Framework for Performer Identification in Audio Recordings
Oct 20, 2009 2685 views
Descriptive Subgroup Mining of Folk Music
Oct 20, 2009 2809 views
Melodic Models for Polyphonic Music Classification
Oct 20, 2009 3509 views
Interactive Segmentation of Electro-Acoustic Music
Oct 20, 2009 2717 views
Modeling Expressive Performances of the Singing Voice
Oct 20, 2009 5499 views
Workshop on Explorative Analytics of Information Networks
Information Networks: State of the Art
Oct 20, 2009 2986 views
Creative Knowledge Discovery by Literature Outlier Detection
Oct 20, 2009 3800 views
Characterizing Semantic Relatedness of Search Query Terms
Oct 20, 2009 4484 views
Finding Representative Nodes in Probabilistic Graphs
Oct 20, 2009 3288 views
Probabilistic and Logical Inference for Network Mining
Oct 20, 2009 3297 views
Interactive Visualization of Continuous Node Features in Graphs
Oct 20, 2009 3114 views
Gene Analytics: Discovery and Contextualization of Enriched Gene Sets
Oct 20, 2009 3410 views
Review of Network Abstraction Techniques
Oct 20, 2009 2973 views
"BisoNet" Generation Using Textual Data
Oct 20, 2009 3978 views
Pure Spreading Activation is Pointless
Oct 20, 2009 3984 views
Workshop on Preference Learning
Label Ranking with Partial Abstention Using Ensemble Learning
Oct 20, 2009 4590 views
Combining Ordinal Preferences by Boosting
Oct 20, 2009 5051 views
Preference Learning in Recommender Systems
Oct 20, 2009 5335 views
Object Ranking
Oct 20, 2009 5425 views
UTA - NM: Explaining Stated Preferences with Additive Non-Monotonic Utility Fun...
Oct 20, 2009 3365 views
From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond...
Oct 20, 2009 3531 views
On the Combination of Two Decompositive Multi-Label Classification Methods
Oct 20, 2009 3929 views
Kernel Principal Component Ranking: Robust Ranking on Noisy Data
Oct 20, 2009 3033 views
Learning Various Classes of Models of Lexicographic Orderings
Oct 20, 2009 3143 views
Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Mini...
Oct 20, 2009 3304 views