Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning
Applied Intelligence
Statistical Learning for Humanoid Robots
Autonomous Robots
The Bayesian backfitting relevance vector machine
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Statistics and Computing
Incremental Online Learning in High Dimensions
Neural Computation
Local Dimensionality Reduction for Non-Parametric Regression
Neural Processing Letters
Theoretical framework for local PLS1 regression, and application to a rainfall data set
Computational Statistics & Data Analysis
Efficient learning and feature selection in high-dimensional regression
Neural Computation
Learning Force-Based Robot Skills from Haptic Demonstration
Proceedings of the 2010 conference on Artificial Intelligence Research and Development: Proceedings of the 13th International Conference of the Catalan Association for Artificial Intelligence
On-line regression algorithms for learning mechanical models of robots: A survey
Robotics and Autonomous Systems
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