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» Eliciting properties of probability distributions
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JCAMD
2010
82views more  JCAMD 2010»
13 years 8 months ago
Making priors a priority
When we build a predictive model of a drug property we rigorously assess its predictive accuracy, but we are rarely able to address the most important question, “How useful will...
Matthew Segall, Andrew Chadwick
NIPS
2003
13 years 11 months ago
Linear Response for Approximate Inference
Belief propagation on cyclic graphs is an efficient algorithm for computing approximate marginal probability distributions over single nodes and neighboring nodes in the graph. I...
Max Welling, Yee Whye Teh
CVPR
2001
IEEE
14 years 12 months ago
Affine Arithmetic Based Estimation of Cue Distributions in Deformable Model Tracking
In this paper we describe a statistical method for the integration of an unlimited number of cues within a deformable model framework. We treat each cue as a random variable, each...
Siome Goldenstein, Christian Vogler, Dimitris N. M...
DAC
1996
ACM
14 years 2 months ago
Pseudorandom-Pattern Test Resistance in High-Performance DSP Datapaths
The testability of basic DSP datapath structures using pseudorandom built-in self-test techniques is examined. The addition of variance mismatched signals is identified as a testi...
Laurence Goodby, Alex Orailoglu
FOSSACS
2005
Springer
14 years 3 months ago
Stochastic Transition Systems for Continuous State Spaces and Non-determinism
Abstract. We study the interaction between non-deterministic and probabilistic behaviour in systems with continuous state spaces, arbitrary probability distributions and uncountabl...
Stefano Cattani, Roberto Segala, Marta Z. Kwiatkow...