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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3019 views
Opening of the First International Workshop on LEarning and data Mining for Robo...
Oct 20, 2009
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4774 views
A Road Map for Motor Skill Learning
Oct 20, 2009
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4921 views
Controlling Humanoid Robots by Means of Genetic Programming
Oct 20, 2009
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6351 views
Solving Deterministic Policy (PO)MDPs using
Oct 20, 2009
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3240 views
Robotics in Planetary Exploration
Oct 20, 2009
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2567 views
Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyr...
Oct 20, 2009
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2980 views
Panel: Challenges of Machine Learning-Based Abutonomouas Robotics
Oct 20, 2009
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2920 views
Workshop on Learning from Non-IID Data
Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning
Oct 20, 2009
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4955 views
Robustness and Generalizability for Markovian Samples
Oct 20, 2009
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2884 views
PAC-Bayesian Bounds in the Non IID Case
Oct 20, 2009
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2813 views
Hybrid Stochastic-Adversarial On-Line Learning
Oct 20, 2009
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3242 views
Nonparametric ICA for Nonstationary Instantaneous Mixtures
Oct 20, 2009
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2866 views
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with E...
Oct 20, 2009
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3716 views
Workshop on Machine Learning and Music
Modeling the Influence of Performance Controls on Violin Timbre
Oct 20, 2009
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2578 views
Detecting Key Features in Popular Music: Case Study - Singing Voice Detection
Oct 20, 2009
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4244 views
Audio Genre Classification with Semi-Supervised Feature Ensemble Learning
Oct 20, 2009
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3556 views
A Probabilistic Approach to Melodic Similarity
Oct 20, 2009
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2787 views
A Framework for Performer Identification in Audio Recordings
Oct 20, 2009
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2679 views
Descriptive Subgroup Mining of Folk Music
Oct 20, 2009
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2802 views
Melodic Models for Polyphonic Music Classification
Oct 20, 2009
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3504 views
Interactive Segmentation of Electro-Acoustic Music
Oct 20, 2009
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2708 views
Modeling Expressive Performances of the Singing Voice
Oct 20, 2009
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5491 views
Workshop on Explorative Analytics of Information Networks
Information Networks: State of the Art
Oct 20, 2009
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2980 views
Creative Knowledge Discovery by Literature Outlier Detection
Oct 20, 2009
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3789 views
Characterizing Semantic Relatedness of Search Query Terms
Oct 20, 2009
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4468 views
Finding Representative Nodes in Probabilistic Graphs
Oct 20, 2009
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3279 views
Probabilistic and Logical Inference for Network Mining
Oct 20, 2009
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3291 views
Interactive Visualization of Continuous Node Features in Graphs
Oct 20, 2009
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3102 views
Gene Analytics: Discovery and Contextualization of Enriched Gene Sets
Oct 20, 2009
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3402 views
Review of Network Abstraction Techniques
Oct 20, 2009
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2968 views
"BisoNet" Generation Using Textual Data
Oct 20, 2009
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3967 views
Pure Spreading Activation is Pointless
Oct 20, 2009
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3975 views
Workshop on Preference Learning
Label Ranking with Partial Abstention Using Ensemble Learning
Oct 20, 2009
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4576 views
Combining Ordinal Preferences by Boosting
Oct 20, 2009
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5041 views
Preference Learning in Recommender Systems
Oct 20, 2009
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5325 views
Object Ranking
Oct 20, 2009
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5410 views
UTA - NM: Explaining Stated Preferences with Additive Non-Monotonic Utility Fun...
Oct 20, 2009
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3360 views
From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond...
Oct 20, 2009
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3522 views
On the Combination of Two Decompositive Multi-Label Classification Methods
Oct 20, 2009
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3921 views
Kernel Principal Component Ranking: Robust Ranking on Noisy Data
Oct 20, 2009
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3030 views
Learning Various Classes of Models of Lexicographic Orderings
Oct 20, 2009
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3137 views
Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Mini...
Oct 20, 2009
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3293 views