698 search results - page 2 / 140 » Bayesian probability |
ICASSP
2008
IEEE
13 years 12 months ago
2008
IEEE
Bayesian hypothesis testing is investigated when the prior probabilities of the hypotheses, taken as a random vector, must be quantized. Nearest neighbor and centroid conditions f...
ICML
2001
IEEE
14 years 6 months ago
2001
IEEE
Accurate, well-calibrated estimates of class membership probabilities are needed in many supervised learning applications, in particular when a cost-sensitive decision must be mad...
SYNTHESE
2008
13 years 5 months ago
2008
Objective Bayesian probability is often defined over rather simple domains, e.g., finite event spaces or propositional languages. This paper investigates the extension of objectiv...
ICML
2001
IEEE
14 years 6 months ago
2001
IEEE
The Bayesian framework is ideally suited for induction problems. The probability of observing xt at
UAI
2004
13 years 6 months ago
2004
We characterize probabilities in Bayesian networks in terms of algebraic expressions called quasi-probabilities. These are arrived at by casting Bayesian networks as noisy AND-OR-...