Workshops
43 Lectures · Sep 7, 2009
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Workshop on Learning and Data Mining for Robotics
Opening of the First International Workshop on LEarning and data Mining for Robo...
Oct 20, 2009
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4760 Views
Controlling Humanoid Robots by Means of Genetic Programming
Oct 20, 2009
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6341 Views
Quantification and Minimization of the Simulation-Reality-Gap on a BRIO(R) Labyr...
Oct 20, 2009
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2967 Views
Toward Using Symbolic Discovery in Designing Controllers of Autonomous Swarm Rob...
Oct 20, 2009
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3007 Views
Robotics in Planetary Exploration
Oct 20, 2009
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2553 Views
A Road Map for Motor Skill Learning
Oct 20, 2009
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4913 Views
Solving Deterministic Policy (PO)MDPs using
Oct 20, 2009
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3232 Views
Panel: Challenges of Machine Learning-Based Abutonomouas Robotics
Oct 20, 2009
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2910 Views
Workshop on Learning from Non-IID Data
Invited Talk: Towards Theoretical Understanding of Domain Adaptation Learning
Oct 20, 2009
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4943 Views
Invited Talk: Empirical Risk Minimization with Statistics of Higher Order with E...
Oct 20, 2009
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3706 Views
Robustness and Generalizability for Markovian Samples
Oct 20, 2009
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2873 Views
PAC-Bayesian Bounds in the Non IID Case
Oct 20, 2009
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2803 Views
Hybrid Stochastic-Adversarial On-Line Learning
Oct 20, 2009
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3227 Views
Nonparametric ICA for Nonstationary Instantaneous Mixtures
Oct 20, 2009
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2861 Views
Workshop on Machine Learning and Music
Descriptive Subgroup Mining of Folk Music
Oct 20, 2009
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2794 Views
Detecting Key Features in Popular Music: Case Study - Singing Voice Detection
Oct 20, 2009
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4231 Views
A Framework for Performer Identification in Audio Recordings
Oct 20, 2009
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2668 Views
Melodic Models for Polyphonic Music Classification
Oct 20, 2009
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3494 Views
Audio Genre Classification with Semi-Supervised Feature Ensemble Learning
Oct 20, 2009
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3544 Views
Modeling the Influence of Performance Controls on Violin Timbre
Oct 20, 2009
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2562 Views
Modeling Expressive Performances of the Singing Voice
Oct 20, 2009
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5456 Views
A Probabilistic Approach to Melodic Similarity
Oct 20, 2009
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2776 Views
Interactive Segmentation of Electro-Acoustic Music
Oct 20, 2009
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2700 Views
Workshop on Explorative Analytics of Information Networks
Information Networks: State of the Art
Oct 20, 2009
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2974 Views
Characterizing Semantic Relatedness of Search Query Terms
Oct 20, 2009
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4449 Views
Gene Analytics: Discovery and Contextualization of Enriched Gene Sets
Oct 20, 2009
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3380 Views
Review of Network Abstraction Techniques
Oct 20, 2009
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2957 Views
Probabilistic and Logical Inference for Network Mining
Oct 20, 2009
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3284 Views
Finding Representative Nodes in Probabilistic Graphs
Oct 20, 2009
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3270 Views
Pure Spreading Activation is Pointless
Oct 20, 2009
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3966 Views
Interactive Visualization of Continuous Node Features in Graphs
Oct 20, 2009
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3088 Views
Creative Knowledge Discovery by Literature Outlier Detection
Oct 20, 2009
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3775 Views
"BisoNet" Generation Using Textual Data
Oct 20, 2009
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3954 Views
Workshop on Preference Learning
Object Ranking
Oct 20, 2009
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5387 Views
From Ranking to Intransitive Preference Learning: Rock-Paper-Scissors and Beyond...
Oct 20, 2009
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3508 Views
Kernel Principal Component Ranking: Robust Ranking on Noisy Data
Oct 20, 2009
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3023 Views
Combining Ordinal Preferences by Boosting
Oct 20, 2009
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5035 Views
Decision Rule-Based Algorithm for Ordinal Classification Based on Rank Loss Mini...
Oct 20, 2009
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3283 Views
Learning Various Classes of Models of Lexicographic Orderings
Oct 20, 2009
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3131 Views
On the Combination of Two Decompositive Multi-Label Classification Methods
Oct 20, 2009
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3908 Views
Label Ranking with Partial Abstention Using Ensemble Learning
Oct 20, 2009
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4555 Views
Preference Learning in Recommender Systems
Oct 20, 2009
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5316 Views
UTA - NM: Explaining Stated Preferences with Additive Non-Monotonic Utility Fun...
Oct 20, 2009
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3354 Views