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» Exact Analysis of Exact Change
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ICML
2008
IEEE
14 years 10 months ago
On the quantitative analysis of deep belief networks
Deep Belief Networks (DBN's) are generative models that contain many layers of hidden variables. Efficient greedy algorithms for learning and approximate inference have allow...
Ruslan Salakhutdinov, Iain Murray
ICSE
2009
IEEE-ACM
14 years 10 months ago
A toolset for automated failure analysis
Classic fault localization techniques can automatically provide information about the suspicious code blocks that are likely responsible for observed failures. This information is...
Fabrizio Pastore, Leonardo Mariani, Mauro Pezz&egr...
SODA
2010
ACM
135views Algorithms» more  SODA 2010»
14 years 6 months ago
Probabilistic Analysis of the Semidefinite Relaxation Detector in Digital Communications
We consider the problem of detecting a vector of symbols that is being transmitted over a fading multiple?input multiple?output (MIMO) channel, where each symbol is an ?th root of...
Anthony Man-Cho So
GLOBECOM
2009
IEEE
14 years 3 months ago
Analysis of Degrees of Freedom of Interfering MISO Broadcast Channels
— In this paper, we provide a lower and upper bound for the number of degrees of freedom (DOF) of B multipleinput single-output (MISO) broadcast channels (BC) where each base sta...
Seokhwan Park, Inkyu Lee
NCA
2009
IEEE
14 years 3 months ago
Analysis of Round-Robin Implementations of Processor Sharing, Including Overhead
—It has been observed in recent years that in many applications service time demands are highly variable. Without foreknowledge of exact service times of individual jobs, process...
Steve Thompson, Lester Lipsky, Sarah Tasneem, Feng...