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ICASSP
2009
IEEE
14 years 4 months ago
Structured variational methods for distributed inference in wireless ad hoc and sensor networks
Abstract –In this paper, a variational message passing framework is proposed for Markov random fields, which is computationally more efficient and admits wider applicability comp...
Yanbing Zhang, Huaiyu Dai
BVAI
2005
Springer
14 years 3 months ago
A Population-Based Inference Framework for Feature-Based Attention in Natural Scenes
Abstract. Vision is a crucial sensor. It provides a very rich collection of information about our environment. However, not everything in a visual scene is relevant for the task at...
Fred Henrik Hamker
CLEF
2006
Springer
14 years 1 months ago
Answer Validation Through Robust Logical Inference
Abstract. The paper features MAVE, a knowledge-based system for answer validation through deep linguistic processing and logical inference. A relaxation loop is used to determine a...
Ingo Glöckner
COLT
2006
Springer
14 years 1 months ago
Unifying Divergence Minimization and Statistical Inference Via Convex Duality
Abstract. In this paper we unify divergence minimization and statistical inference by means of convex duality. In the process of doing so, we prove that the dual of approximate max...
Yasemin Altun, Alexander J. Smola
CADE
2010
Springer
13 years 10 months ago
Monotonicity Inference for Higher-Order Formulas
Abstract. Formulas are often monotonic in the sense that if the formula is satisfiable for given domains of discourse, it is also satisfiable for all larger domains. Monotonicity i...
Jasmin Christian Blanchette, Alexander Krauss