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ASIAN
2009
Springer
299views Algorithms» more  ASIAN 2009»
15 years 7 months ago
Deducibility Constraints
In their work on tractable deduction systems, D. McAllester and later D. Basin and H. Ganzinger have identified a property of inference systems (the locality property) that ensures...
Sergiu Bursuc, Hubert Comon-Lundh, Stéphani...
CVPR
2004
IEEE
16 years 8 months ago
Grouping with Bias Revisited
In this paper, we improve and tailor a recent statistical region merging approach to biased (partially supervised) grouping. The approach appears to be attractive both for its the...
Richard Nock, Frank Nielsen
ISIPTA
1999
IEEE
103views Mathematics» more  ISIPTA 1999»
15 years 10 months ago
A Review of Propagation Algorithms for Imprecise Probabilities
This paper reviews algorithms for local computation with imprecise probabilities. These algorithms try to solve problems of inference calculation of conditional or unconditional p...
Andrés Cano, Serafín Moral
KR
2000
Springer
15 years 10 months ago
Satisfiability Algorithms and Finite Quantification
This paper makes three observations with regard to the application of algorithms such as wsat and relsat to problems of practical interest. First, we identify a specific calculati...
Matthew L. Ginsberg, Andrew J. Parkes
NIPS
2001
15 years 7 months ago
The Unified Propagation and Scaling Algorithm
In this paper we will show that a restricted class of constrained minimum divergence problems, named generalized inference problems, can be solved by approximating the KL divergen...
Yee Whye Teh, Max Welling