194 search results - page 24 / 39 » Subspace Regularization: A New Semi-supervised Learning Meth... |
ICML
2009
IEEE
16 years 15 days ago
2009
IEEE
We propose a multiple source domain adaptation method, referred to as Domain Adaptation Machine (DAM), to learn a robust decision function (referred to as target classifier) for l...
ICML
2009
IEEE
16 years 15 days ago
2009
IEEE
This paper investigates a new learning formulation called structured sparsity, which is a naturalextensionofthestandardsparsityconceptinstatisticallearningandcompressivesensing. B...
100
click to vote
ECAL
2003
Springer
15 years 4 months ago
2003
Springer
Fractal proteins are a new evolvable method of mapping genotype to phenotype through a developmental process, where genes are expressed into proteins comprised of subsets of the Ma...
ICIC
2007
Springer
15 years 5 months ago
2007
Springer
Driven by new regulations and animal welfare, the need to develop in silico models has increased recently as alternative approaches to safety assessment of chemicals without animal...
MLDM
2009
Springer
15 years 4 months ago
2009
Springer
The new approach of relevant feature selection in machine learning is proposed for the case of ordered features. Feature selection and regularization of decision rule are combined ...