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» Kernel Conjugate Gradient for Fast Kernel Machines
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EUROPAR
2007
Springer
14 years 1 months ago
Getting 10 Gb/s from Xen: Safe and Fast Device Access from Unprivileged Domains
The networking performance available to Virtual Machines (VMs) can be low due to the inefficiencies of transferring network packets between the host domain and guests. This can lim...
Kieran Mansley, Greg Law, David Riddoch, Guido Bar...
NIPS
2008
13 years 8 months ago
Automatic online tuning for fast Gaussian summation
Many machine learning algorithms require the summation of Gaussian kernel functions, an expensive operation if implemented straightforwardly. Several methods have been proposed to...
Vlad I. Morariu, Balaji Vasan Srinivasan, Vikas C....
ML
2010
ACM
142views Machine Learning» more  ML 2010»
13 years 5 months ago
Fast adaptive algorithms for abrupt change detection
We propose two fast algorithms for abrupt change detection in streaming data that can operate on arbitrary unknown data distributions before and after the change. The first algor...
Daniel Nikovski, Ankur Jain
ICA
2007
Springer
14 years 1 months ago
Robust Independent Component Analysis Using Quadratic Negentropy
We present a robust algorithm for independent component analysis that uses the sum of marginal quadratic negentropies as a dependence measure. It can handle arbitrary source densit...
Jaehyung Lee, Taesu Kim, Soo-Young Lee
SC
2005
ACM
14 years 29 days ago
VSched: Mixing Batch And Interactive Virtual Machines Using Periodic Real-time Scheduling
We are developing Virtuoso, a system for distributed computing using virtual machines (VMs). Virtuoso must be able to mix batch and interactive VMs on the same physical hardware, ...
Bin Lin, Peter A. Dinda