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» On Iterative Regularization and Its Application
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AAAI
2008
15 years 6 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 10 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 11 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»
15 years 2 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 10 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