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JMLR
2010
135views more  JMLR 2010»
13 years 3 months ago
An Exponential Model for Infinite Rankings
This paper presents a statistical model for expressing preferences through rankings, when the number of alternatives (items to rank) is large. A human ranker will then typically r...
Marina Meila, Le Bao
BMCBI
2004
128views more  BMCBI 2004»
13 years 8 months ago
Comparing transformation methods for DNA microarray data
Background: When DNA microarray data are used for gene clustering, genotype/phenotype correlation studies, or tissue classification the signal intensities are usually transformed ...
Helene H. Thygesen, Aeilko H. Zwinderman
INFOCOM
2007
IEEE
14 years 2 months ago
On the Extreme Parallelism Inside Next-Generation Network Processors
Next-generation high-end Network Processors (NP) must address demands from both diversified applications and ever-increasing traffic pressure. One major challenge is to design an e...
Lei Shi, Yue Zhang 0006, Jianming Yu, Bo Xu, Bin L...
IPPS
2005
IEEE
14 years 1 months ago
Fault-Tolerant Parallel Applications with Dynamic Parallel Schedules
Commodity computer clusters are often composed of hundreds of computing nodes. These generally off-the-shelf systems are not designed for high reliability. Node failures therefore...
Sebastian Gerlach, Roger D. Hersch
NIPS
2004
13 years 9 months ago
Hierarchical Eigensolver for Transition Matrices in Spectral Methods
We show how to build hierarchical, reduced-rank representation for large stochastic matrices and use this representation to design an efficient algorithm for computing the largest...
Chakra Chennubhotla, Allan D. Jepson