Christian Plagemann
5 papers · 2007–2008 · 1 venue · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π§ Keyword Pioneer π Renaissance Researcher (5)
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Robotics
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Capabilities
(3)
Core Methods
(3)
Optimization & Theory
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Analysis
(1)
Applications
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Learning Types
(1)
Optimization
(1)
Keywords
gaussian process
(2)
nonparametric bayesian
(1)
robotic manipulation
(1)
structure learning
(1)
model adaptation
(1)
gaussian process regression
(1)
exemplar-based models
(1)
sparse approximation
(1)
kernel regression
(1)
robot manipulation
(1)
generative model
(1)
bayesian network
(1)
mixture model
(1)
mobile robot
(1)
predictive distribution
(1)
terrain modeling
(1)
body scheme
(1)
measurement model
(1)
spatial modeling
(1)
nonstationary covariance
(1)
Papers
Adaptive Body Scheme Models for Robust Robotic Manipulation
RSS 2008
Classifying Dynamic Objects: An Unsupervised Learning Approach
RSS 2008
Gas Distribution Modeling using Sparse Gaussian Process Mixture Models
RSS 2008
Adaptive Non-Stationary Kernel Regression for Terrain Modeling
RSS 2007
Gaussian Beam Processes: A Nonparametric Bayesian Measurement Model for Range Finders
RSS 2007