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» Reformulating Constraint Models Using Input Data
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135
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CDC
2009
IEEE
208views Control Systems» more  CDC 2009»
15 years 3 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 9 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 3 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 3 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
104
Voted
DFT
2007
IEEE
112views VLSI» more  DFT 2007»
15 years 8 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