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JMLR
2010
135views more  JMLR 2010»
15 years 8 days 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»
15 years 5 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
15 years 11 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
15 years 11 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
15 years 6 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