530 search results - page 34 / 106 » Bounds on marginal probability distributions |
COLT
1992
Springer
14 years 1 days ago
1992
Springer
We consider PAC-learning where the distribution is known to the student. The problem addressed here is characterizing when learnability with respect to distribution D1 implies lea...
COLT
2004
Springer
14 years 1 months ago
2004
Springer
Abstract. We show several PAC-style concentration bounds for learning unigrams language model. One interesting quantity is the probability of all words appearing exactly k times in...
HICSS
2006
IEEE
14 years 2 months ago
2006
IEEE
: e-business organizations are heavily dependent on distributed 24X7 robust information computing systems, for their daily operations. To secure distributed online transactions, th...
CLUSTER
2005
IEEE
14 years 1 months ago
2005
IEEE
Volunteer distributed computations utilize spare processor cycles of personal computers that are connected to the Internet. The related computation integrity concerns are commonly...
NIPS
2003
13 years 9 months ago
2003
We present an analysis of concentration-of-expectation phenomena in layered Bayesian networks that use generalized linear models as the local conditional probabilities. This frame...