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JMLR
2010
150views more  JMLR 2010»
13 years 2 months ago
Supervised Dimension Reduction Using Bayesian Mixture Modeling
We develop a Bayesian framework for supervised dimension reduction using a flexible nonparametric Bayesian mixture modeling approach. Our method retrieves the dimension reduction ...
Kai Mao, Feng Liang, Sayan Mukherjee
ASPDAC
2005
ACM
94views Hardware» more  ASPDAC 2005»
13 years 9 months ago
Probabilistic congestion model considering shielding for crosstalk reduction
We extend an existing probabilistic congestion model to consider shielding for crosstalk reduction. We then develop a multilevel router to study the impact of various congestion m...
Jinjun Xiong, Lei He
CSDA
2007
58views more  CSDA 2007»
13 years 7 months ago
A unifying model involving a categorical and/or dimensional reduction for multimode data
A unifying model is presented that implies a categorical and/or dimensional reduction of one or several modes of a multiway data set. The model encompasses a broad range of (exist...
Iven Van Mechelen, Jan Schepers
AUTOMATICA
2005
69views more  AUTOMATICA 2005»
13 years 7 months ago
Model reduction of periodic systems: a lifting approach
This note furthers existing results on the model reduction of stable periodic systems. It utilizes for that matter a lifting technique to potentially attain less conservative erro...
Mazen Farhood, Carolyn L. Beck, Geir E. Dullerud
ISQED
2007
IEEE
151views Hardware» more  ISQED 2007»
14 years 1 months ago
Wavelet-Based Passivity Preserving Model Order Reduction for Wideband Interconnect Characterization
Model order reduction plays a key role in determining VLSI system performance and the optimization of interconnects. In this paper, we develop an accurate and provably passive met...
Mehboob Alam, Arthur Nieuwoudt, Yehia Massoud