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JMLR
2010
150views more  JMLR 2010»
14 years 4 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
71
Voted
ASPDAC
2005
ACM
94views Hardware» more  ASPDAC 2005»
14 years 11 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»
14 years 9 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
58
Voted
AUTOMATICA
2005
69views more  AUTOMATICA 2005»
14 years 9 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»
15 years 4 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