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» Learning with structured sparsity

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COLT
2007
Springer

129views Machine Learning» more COLT 2007»

Mind Change Optimal Learning of Bayes Net Structure

14 years 2 months ago

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Oliver Schulte, Wei Luo, Russell Greiner

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AAAI
2012

231views Intelligent Agents» more AAAI 2012»

Sparse Probabilistic Relational Projection

11 years 10 months ago

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Probabilistic relational PCA (PRPCA) can learn a projection matrix to perform dimensionality reduction for relational data. However, the results learned by PRPCA lack interpretabi...

Wu-Jun Li, Dit-Yan Yeung

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ASPDAC
2006
ACM

97views Hardware» more ASPDAC 2006»

SASIMI: sparsity-aware simulation of interconnect-dominated circuits with non-linear devices

14 years 2 months ago

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We present a technique for the fast and accurate simulation of largescale VLSI interconnects with nonlinear devices, called SASIMI. The numerical efﬁciency of this technique is ...

Jitesh Jain, Stephen Cauley, Cheng-Kok Koh, Venkat...

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ICML
2009
IEEE

123views Machine Learning» more ICML 2009»

Structure preserving embedding

14 years 8 months ago

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Blake Shaw, Tony Jebara

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