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» Reformulating Constraint Models Using Input Data
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CDC
2009
IEEE
208views Control Systems» more  CDC 2009»
15 years 5 months ago
Sensor selection for hypothesis testing in wireless sensor networks: a Kullback-Leibler based approach
We consider the problem of selecting a subset of p out of n sensors for the purpose of event detection, in a wireless sensor network (WSN). Occurrence or not of the event of intere...
Dragana Bajovic, Bruno Sinopoli, João Xavie...
CORR
2011
Springer
169views Education» more  CORR 2011»
14 years 11 months ago
Streaming Tree Transducers
We introduce streaming tree transducers as an analyzable and expressive model for transforming hierarchically structured data in a single pass. Given a linear encoding of the inpu...
Rajeev Alur, Loris D'Antoni
DRR
2008
15 years 6 months ago
Whole-book recognition using mutual-entropy-driven model adaptation
We describe an approach to unsupervised high-accuracy recognition of the textual contents of an entire book using fully automatic mutual-entropy-based model adaptation. Given imag...
Pingping Xiu, Henry S. Baird
ICML
2010
IEEE
15 years 5 months ago
High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
Gregory Druck, Andrew McCallum
DFT
2007
IEEE
112views VLSI» more  DFT 2007»
15 years 11 months ago
Estimation of Electromigration-Aggravating Narrow Interconnects Using a Layout Sensitivity Model
During semiconductor manufacturing, particles undesirably depose on the surface of the wafer causing “open” and “short” defects to interconnects. In this paper, a third ty...
Rani S. Ghaida, Payman Zarkesh-Ha