4 search results - page 1 / 1 » An Introduction to Nonparametric Hierarchical Bayesian Model... |
ESSMAC
2003
Springer
13 years 10 months ago
2003
Springer
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We present a nonparametric Bayesian model for multi-task learning, with a focus on feature selection in binary classification. The model jointly identifies groups of similar tas...
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
The hierarchical Dirichlet process (HDP) is a Bayesian nonparametric mixed membership model--each data point is modeled with a collection of components of different proportions. T...
CORR
2010
Springer
13 years 3 months ago
2010
Springer
This paper proposes a nonparametric Bayesian method for exploratory data analysis and feature construction in continuous time series. Our method focuses on understanding shared fe...