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UAI
2008
15 years 2 months ago
Convergent Message-Passing Algorithms for Inference over General Graphs with Convex Free Energies
Inference problems in graphical models can be represented as a constrained optimization of a free energy function. It is known that when the Bethe free energy is used, the fixedpo...
Tamir Hazan, Amnon Shashua
111
Voted
ISIPTA
2005
IEEE
125views Mathematics» more  ISIPTA 2005»
15 years 6 months ago
Imprecise probability models for inference in exponential families
When considering sampling models described by a distribution from an exponential family, it is possible to create two types of imprecise probability models. One is based on the co...
Erik Quaeghebeur, Gert de Cooman
117
Voted
TPHOL
2007
IEEE
15 years 6 months ago
Mizar's Soft Type System
In Mizar, unlike in most other proof assistants, the types are not part of the foundations of the system. Mizar is based on untyped set theory, which means that in Mizar expression...
Freek Wiedijk
109
Voted
ICLP
2003
Springer
15 years 5 months ago
Termination Analysis with Types Is More Accurate
Abstract. In this paper we show how we can use size and groundness analyses lifted to regular and (polymorphic) Hindley/Milner typed programs to determine more accurate termination...
Vitaly Lagoon, Frédéric Mesnard, Pet...
ICFP
1997
ACM
15 years 4 months ago
A Modular, Polyvariant, and Type-Based Closure Analysis
We observe that the principal typing property of a type system is the enabling technology for modularity and separate compilation [10]. We use this technology to formulate a modul...
Anindya Banerjee