530 search results - page 10 / 106 » Bounds on marginal probability distributions |
ICML
2005
IEEE
14 years 8 months ago
2005
IEEE
Naive Bayes models have been widely used for clustering and classification. However, they are seldom used for general probabilistic learning and inference (i.e., for estimating an...
NIPS
1998
13 years 9 months ago
1998
We study probabilistic inference in large, layered Bayesian networks represented as directed acyclic graphs. We show that the intractability of exact inference in such networks do...
PAMI
2010
13 years 6 months ago
2010
—Adapting the hyperparameters of support vector machines (SVMs) is a challenging model selection problem, especially when flexible kernels are to be adapted and data are scarce....
CORR
2008
Springer
13 years 8 months ago
2008
Springer
We analyze a simple random process in which a token is moved in the interval A = {0, . . . , n}: Fix a probability distribution
SPIN
2010
Springer
13 years 6 months ago
2010
Springer
Abstract. We develop an algorithm to compute timed reachability probabilities for distributed models which are both probabilistic and nondeterministic. To obtain realistic results ...