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ICANN
2009
Springer
13 years 7 months ago
MINLIP: Efficient Learning of Transformation Models
Abstract. This paper studies a risk minimization approach to estimate a transformation model from noisy observations. It is argued that transformation models are a natural candidat...
Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. ...
ICML
2009
IEEE
14 years 10 months ago
Curriculum learning
Humans and animals learn much better when the examples are not randomly presented but organized in a meaningful order which illustrates gradually more concepts, and gradually more ...
Jérôme Louradour, Jason Weston, Ronan...
COCOON
2005
Springer
14 years 2 months ago
Construction of Scale-Free Networks with Partial Information
It has recently been observed that the node degrees of many real-world large-scale networks, such as the Internet and the Web, follow a power law distributions. Since the classical...
Jianyang Zeng, Wen-Jing Hsu, Suiping Zhou
IPMI
2011
Springer
13 years 19 days ago
Learning an Atlas of a Cognitive Process in Its Functional Geometry
In this paper we construct an atlas that captures functional characteristics of a cognitive process from a population of individuals. The functional connectivity is encoded in a lo...
Georg Langs, Danial Lashkari, Andrew Sweet, Yanmei...
BMCBI
2007
117views more  BMCBI 2007»
13 years 9 months ago
Influence of degree correlations on network structure and stability in protein-protein interaction networks
Background: The existence of negative correlations between degrees of interacting proteins is being discussed since such negative degree correlations were found for the large-scal...
Caroline C. Friedel, Ralf Zimmer