3 search results - page 1 / 1 » The Phylogenetic Indian Buffet Process: A Non-Exchangeable N... |
UAI
2008
13 years 6 months ago
2008
Nonparametric Bayesian models are often based on the assumption that the objects being modeled are exchangeable. While appropriate in some applications (e.g., bag-ofwords models f...
ICML
2009
IEEE
13 years 2 months ago
2009
IEEE
We often seek to identify co-occurring hidden features in a set of observations. The Indian Buffet Process (IBP) provides a nonparametric prior on the features present in each obs...
ICML
2006
IEEE
14 years 6 months ago
2006
IEEE
Elimination by aspects (EBA) is a probabilistic choice model describing how humans decide between several options. The options from which the choice is made are characterized by b...