604 search results - page 50 / 121 » Regularization and feature selection for networked features |
145
Voted
GECCO
2009
Springer
15 years 8 months ago
2009
Springer
We apply CMA-ES, an evolution strategy with covariance matrix adaptation, and TDL (Temporal Difference Learning) to reinforcement learning tasks. In both cases these algorithms se...
134
Voted
JMLR
2008
15 years 3 months ago
2008
We show how a generic feature selection algorithm returning strongly relevant variables can be turned into a causal structure learning algorithm. We prove this under the Faithfuln...
145
Voted
3DPVT
2006
IEEE
15 years 9 months ago
2006
IEEE
3D imaging is a popular method for acquiring accurate models for a variety of applications. However, the size of the geometric features that can be modeled in this manner is depen...
119
Voted
ATAL
2003
Springer
15 years 9 months ago
2003
Springer
This paper presents an action selection framework based on an assemblage of self-organizing neural networks called Cooperative Extended Kohonen Maps. This framework encapsulates t...
106
Voted
ICN
2007
Springer
15 years 9 months ago
2007
Springer
—PlanetLab is a globally distributed overlay platform that has been increasingly used by researchers to deploy and assess planetary-scale network services. This paper analyzes so...