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NIPS
2007
15 years 1 months ago
Random Features for Large-Scale Kernel Machines
To accelerate the training of kernel machines, we propose to map the input data to a randomized low-dimensional feature space and then apply existing fast linear methods. The feat...
Ali Rahimi, Benjamin Recht
BMCBI
2005
115views more  BMCBI 2005»
14 years 11 months ago
MPrime: efficient large scale multiple primer and oligonucleotide design for customized gene microarrays
Background: Enhancements in sequencing technology have recently yielded assemblies of large genomes including rat, mouse, human, fruit fly, and zebrafish. The availability of larg...
Eric C. Rouchka, Abdelnaby Khalyfa, Nigel G. F. Co...
ICPP
2007
IEEE
15 years 6 months ago
A Meta-Learning Failure Predictor for Blue Gene/L Systems
The demand for more computational power in science and engineering has spurred the design and deployment of ever-growing cluster systems. Even though the individual components use...
Prashasta Gujrati, Yawei Li, Zhiling Lan, Rajeev T...
DEXAW
2003
IEEE
76views Database» more  DEXAW 2003»
15 years 5 months ago
Today's DBMSs: How autonomic are they?
Database Management Systems (DBMSs) are complex systems whose manageability is increasingly becoming a real concern. Realizing that expert Database Administrators (DBAs) are scarc...
Said Elnaffar, Wendy Powley, Darcy G. Benoit, T. P...
CSCW
2008
ACM
15 years 1 months ago
Leadership in online creative collaboration
Leadership plays a central role in the success of many forms of online creative collaboration, yet little is known about the challenges leaders must manage. In this paper, we repo...
Kurt Luther, Amy Bruckman