13026 search results - page 61 / 2606 » Probabilistic Relational Models |
117
click to vote
SAT
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. A promising approach for model counting was recently introduced, which in theory requires the use of large random xor or parity constraints to obtain near-exact counts of...
111
click to vote
IJPRAI
2000
15 years 12 days ago
2000
As Bayesian networks become widely accepted as a normative formalism for diagnosis based on probabilistic knowledge, they are applied to increasingly larger problem domains. These...
ICIAP
2001
Springer
16 years 22 days ago
2001
Springer
We propose a novel representation for characterizing image differences using a deformable technique for obtaining pixel-wise correspondences. This representation, which is based o...
126
Voted
PRL
2011
14 years 7 months ago
2011
: This paper addresses the inference of probabilistic classification models using weakly supervised learning. The main contribution of this work is the development of learning meth...
86
Voted
CORR
2008
Springer
15 years 21 days ago
2008
Springer
Strong and weak simulation relations have been proposed for Markov chains, while strong simulation and strong probabilistic simulation relations have been proposed for probabilisti...