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
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3026 views
Opening of the First International Workshop on LEarning and data Mining for Robo...
Oct 20, 2009
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4777 views
A Road Map for Motor Skill Learning
Oct 20, 2009
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4928 views
Controlling Humanoid Robots by Means of Genetic Programming
Oct 20, 2009
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6362 views
Solving Deterministic Policy (PO)MDPs using
Oct 20, 2009
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3245 views
Robotics in Planetary Exploration
Oct 20, 2009
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2570 views
Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyr...
Oct 20, 2009
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2988 views
Panel: Challenges of Machine Learning-Based Abutonomouas Robotics
Oct 20, 2009
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2922 views
Workshop on Learning from Non-IID Data
Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning
Oct 20, 2009
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4958 views
Robustness and Generalizability for Markovian Samples
Oct 20, 2009
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2888 views
PAC-Bayesian Bounds in the Non IID Case
Oct 20, 2009
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2817 views
Hybrid Stochastic-Adversarial On-Line Learning
Oct 20, 2009
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3246 views
Nonparametric ICA for Nonstationary Instantaneous Mixtures
Oct 20, 2009
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2867 views
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with E...
Oct 20, 2009
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3717 views
Workshop on Machine Learning and Music
Modeling the Influence of Performance Controls on Violin Timbre
Oct 20, 2009
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2583 views
Detecting Key Features in Popular Music: Case Study - Singing Voice Detection
Oct 20, 2009
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4250 views
Audio Genre Classification with Semi-Supervised Feature Ensemble Learning
Oct 20, 2009
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3566 views
A Probabilistic Approach to Melodic Similarity
Oct 20, 2009
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2794 views
A Framework for Performer Identification in Audio Recordings
Oct 20, 2009
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2681 views
Descriptive Subgroup Mining of Folk Music
Oct 20, 2009
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2805 views
Melodic Models for Polyphonic Music Classification
Oct 20, 2009
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3508 views
Interactive Segmentation of Electro-Acoustic Music
Oct 20, 2009
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2714 views
Modeling Expressive Performances of the Singing Voice
Oct 20, 2009
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5495 views
Workshop on Explorative Analytics of Information Networks
Information Networks: State of the Art
Oct 20, 2009
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2983 views
Creative Knowledge Discovery by Literature Outlier Detection
Oct 20, 2009
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3793 views
Characterizing Semantic Relatedness of Search Query Terms
Oct 20, 2009
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4482 views
Finding Representative Nodes in Probabilistic Graphs
Oct 20, 2009
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3286 views
Probabilistic and Logical Inference for Network Mining
Oct 20, 2009
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3295 views
Interactive Visualization of Continuous Node Features in Graphs
Oct 20, 2009
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3108 views
Gene Analytics: Discovery and Contextualization of Enriched Gene Sets
Oct 20, 2009
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3406 views
Review of Network Abstraction Techniques
Oct 20, 2009
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2970 views
"BisoNet" Generation Using Textual Data
Oct 20, 2009
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3973 views
Pure Spreading Activation is Pointless
Oct 20, 2009
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3978 views
Workshop on Preference Learning
Label Ranking with Partial Abstention Using Ensemble Learning
Oct 20, 2009
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4586 views
Combining Ordinal Preferences by Boosting
Oct 20, 2009
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5046 views
Preference Learning in Recommender Systems
Oct 20, 2009
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5331 views
Object Ranking
Oct 20, 2009
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5421 views
UTA - NM: Explaining Stated Preferences with Additive Non-Monotonic Utility Fun...
Oct 20, 2009
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3361 views
From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond...
Oct 20, 2009
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3528 views
On the Combination of Two Decompositive Multi-Label Classification Methods
Oct 20, 2009
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3926 views
Kernel Principal Component Ranking: Robust Ranking on Noisy Data
Oct 20, 2009
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3031 views
Learning Various Classes of Models of Lexicographic Orderings
Oct 20, 2009
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3142 views
Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Mini...
Oct 20, 2009
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3301 views