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» On the reduction of a random basis
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CAV
2008
Springer
125views Hardware» more  CAV 2008»
15 years 4 months ago
Application of Formal Word-Level Analysis to Constrained Random Simulation
Abstract. Constrained random simulation is supported by constraint solvers integrated within simulators. These constraint solvers need to be fast and memory efficient to maintain s...
Hyondeuk Kim, HoonSang Jin, Kavita Ravi, Petr Spac...
ACL
2008
15 years 3 months ago
Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields
This paper presents a semi-supervised training method for linear-chain conditional random fields that makes use of labeled features rather than labeled instances. This is accompli...
Gideon S. Mann, Andrew McCallum
CATA
2008
15 years 3 months ago
Investigation of Random Forest Performance with Cancer Microarray Data
The diagnosis of cancer type based on microarray data offers hope that cancer classification can be highly accurate for clinicians to choose the most appropriate forms of treatmen...
Myungsook Klassen, Matt Cummings, Griselda Saldana
ACL
2004
15 years 3 months ago
Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm
This paper describes discriminative language modeling for a large vocabulary speech recognition task. We contrast two parameter estimation methods: the perceptron algorithm, and a...
Brian Roark, Murat Saraclar, Michael Collins, Mark...
DSD
2007
IEEE
140views Hardware» more  DSD 2007»
15 years 8 months ago
Pseudo-Random Pattern Generator Design for Column-Matching BIST
This paper discusses possibilities for a choice of a pseudorandom pattern generator that is to be used in combination with the column-matching based built-in self-test design meth...
Petr Fiser