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ICML
2008
IEEE
16 years 7 months ago
Nearest hyperdisk methods for high-dimensional classification
In high-dimensional classification problems it is infeasible to include enough training samples to cover the class regions densely. Irregularities in the resulting sparse sample d...
Hakan Cevikalp, Bill Triggs, Robi Polikar
CCGRID
2008
IEEE
16 years 1 months ago
Xen-Based HPC: A Parallel I/O Perspective
Virtualization using Xen-based virtual machine environment has yet to permeate the field of high performance computing (HPC). One major requirement for HPC is the availability of ...
Weikuan Yu, Jeffrey S. Vetter
COLT
2007
Springer
16 years 26 days ago
Property Testing: A Learning Theory Perspective
Property testing deals with tasks where the goal is to distinguish between the case that an object (e.g., function or graph) has a prespecified property (e.g., the function is li...
Dana Ron
ACSAC
2005
IEEE
16 years 10 days ago
Java for Mobile Devices: A Security Study
Java 2 Micro-Edition Connected Limited Device Configuration (J2ME CLDC) is the platform of choice when it comes to running mobile applications on resourceconstrained devices (cel...
Mourad Debbabi, Mohamed Saleh, Chamseddine Talhi, ...
COLT
1997
Springer
15 years 11 months ago
General Convergence Results for Linear Discriminant Updates
The problem of learning linear discriminant concepts can be solved by various mistake-driven update procedures, including the Winnow family of algorithms and the well-known Percep...
Adam J. Grove, Nick Littlestone, Dale Schuurmans