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» On Iterative Regularization and Its Application
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AAAI
2008
15 years 2 months ago
Multi-View Local Learning
The idea of local learning, i.e., classifying a particular example based on its neighbors, has been successfully applied to many semi-supervised and clustering problems recently. ...
Dan Zhang, Fei Wang, Changshui Zhang, Tao Li
ISVLSI
2007
IEEE
150views VLSI» more  ISVLSI 2007»
15 years 6 months ago
Minimum-Congestion Placement for Y-interconnects: Some studies and observations
— Y -interconnects for VLSI chips are based on the use of global and semi-global wiring in only 0◦ , 60◦ , and 120◦ . Though X-interconnects are fast replacing the traditio...
Tuhina Samanta, Prasun Ghosal, Hafizur Rahaman, Pa...
JMLR
2010
179views more  JMLR 2010»
14 years 6 months ago
PAC-Bayesian Analysis of Co-clustering and Beyond
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
Yevgeny Seldin, Naftali Tishby
SIAMJO
2010
246views more  SIAMJO 2010»
14 years 10 months ago
A Singular Value Thresholding Algorithm for Matrix Completion
This paper introduces a novel algorithm to approximate the matrix with minimum nuclear norm among all matrices obeying a set of convex constraints. This problem may be understood a...
Jian-Feng Cai, Emmanuel J. Candès, Zuowei S...
DSD
2006
IEEE
113views Hardware» more  DSD 2006»
15 years 6 months ago
An Asynchronous PLA with Improved Security Characteristics
Programmable logic arrays (PLAs) present an alternative to logic-gate based design. We propose the transistor level structure of a PLA for single-rail asynchronous applications. T...
Petros Oikonomakos, Simon W. Moore