445 search results - page 10 / 89 » A Bayesian Committee Machine |
98
Voted
ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
113
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
149
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
We apply nonparametric hierarchical Bayesian modelling to relational learning. In a hierarchical Bayesian approach, model parameters can be "personalized", i.e., owned b...
101
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
We investigate algebraic, logical, and geometric properties of concepts recognized by various classes of probabilistic classifiers. For this we introduce a natural hierarchy of pr...
115
Voted
COLT
2004
Springer
15 years 6 months ago
2004
Springer
We show that forms of Bayesian and MDL inference that are often applied to classification problems can be inconsistent. This means that there exists a learning problem such that fo...