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» On the Utility of Inference Mechanisms
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EACL
2009
ACL Anthology
16 years 6 months ago
Evaluating the Inferential Utility of Lexical-Semantic Resources
Lexical-semantic resources are used extensively for applied semantic inference, yet a clear quantitative picture of their current utility and limitations is largely missing. We pr...
Shachar Mirkin, Ido Dagan, Eyal Shnarch
ISOLA
2007
Springer
15 years 11 months ago
Using Invariant Detection Mechanism in Black Box Inference
The testing and formal verification of black box software components is a challenging domain. The problem is even harder when specifications of these components are not available...
Muzammil Shahbaz, Roland Groz
BIOINFORMATICS
2006
118views more  BIOINFORMATICS 2006»
15 years 5 months ago
A probabilistic dynamical model for quantitative inference of the regulatory mechanism of transcription
Motivation Quantitative estimation of the regulatory relationship between transcription factors and genes is a fundamental stepping stone when trying to develop models of cellular...
Guido Sanguinetti, Magnus Rattray, Neil D. Lawrenc...
NIPS
2004
15 years 7 months ago
A Method for Inferring Label Sampling Mechanisms in Semi-Supervised Learning
We consider the situation in semi-supervised learning, where the "label sampling" mechanism stochastically depends on the true response (as well as potentially on the fe...
Saharon Rosset, Ji Zhu, Hui Zou, Trevor Hastie
109
Voted
TFS
2010
83views Education» more  TFS 2010»
15 years 9 days ago
On the Suitability of the Bandler-Kohout Subproduct as an Inference Mechanism
Martin Stepnicka, Balasubramaniam Jayaram