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ICML
2007
IEEE
16 years 7 months ago
Dimensionality reduction and generalization
In this paper we investigate the regularization property of Kernel Principal Component Analysis (KPCA), by studying its application as a preprocessing step to supervised learning ...
Sofia Mosci, Lorenzo Rosasco, Alessandro Verri
ICCAD
2006
IEEE
107views Hardware» more  ICCAD 2006»
16 years 3 months ago
Decoupling capacitor planning and sizing for noise and leakage reduction
—Decoupling capacitors (decaps) are a popular means for reducing power-supply noise in integrated circuits. Since the decaps are usually inserted in the whitespace of the device ...
Eric Wong, Jacob R. Minz, Sung Kyu Lim
CDC
2008
IEEE
118views Control Systems» more  CDC 2008»
16 years 29 days ago
A density projection approach to dimension reduction for continuous-state POMDPs
Abstract— Research on numerical solution methods for partially observable Markov decision processes (POMDPs) has primarily focused on discrete-state models, and these algorithms ...
Enlu Zhou, Michael C. Fu, Steven I. Marcus
FGR
2008
IEEE
134views Biometrics» more  FGR 2008»
16 years 29 days ago
HMM parameter reduction for practical gesture recognition
We examine in detail some properties of gesture recognition models which utilize a reduced number of parameters and lower algorithmic complexity compared to traditional hidden Mar...
Stjepan Rajko, Gang Qian
ICCAD
2006
IEEE
132views Hardware» more  ICCAD 2006»
16 years 16 days ago
Clock buffer polarity assignment for power noise reduction
Abstract—Power/ground noise is a major source of VLSI circuit timing variations. This work aims to reduce clock network induced power noise by assigning different signal polariti...
Rupak Samanta, Ganesh Venkataraman, Jiang Hu