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» Methods for Empirical Game-Theoretic Analysis
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ICANN
2010
Springer
13 years 9 months ago
Empirical Analysis of the Divergence of Gibbs Sampling Based Learning Algorithms for Restricted Boltzmann Machines
Abstract. Learning algorithms relying on Gibbs sampling based stochastic approximations of the log-likelihood gradient have become a common way to train Restricted Boltzmann Machin...
Asja Fischer, Christian Igel
METRICS
2005
IEEE
14 years 2 months ago
An Empirical Analysis of Software Productivity over Time
OBJECTIVE - the aim is to investigate how software project productivity has changed over time. Within this overall goal we also compare productivity between different business sec...
Rahul Premraj, Martin J. Shepperd, Barbara A. Kitc...
MSR
2011
ACM
12 years 11 months ago
An empirical analysis of the FixCache algorithm
The FixCache algorithm, introduced in 2007, effectively identifies files or methods which are likely to contain bugs by analyzing source control repository history. However, many ...
Caitlin Sadowski, Chris Lewis 0002, Zhongpeng Lin,...
BMCBI
2010
81views more  BMCBI 2010»
13 years 8 months ago
Empirical Bayes Analysis of Sequencing-based Transcriptional Profiling without Replicates
Background: Recent technological advancements have made high throughput sequencing an increasingly popular approach for transcriptome analysis. Advantages of sequencing-based tran...
Zhijin Wu, Bethany D. Jenkins, Tatiana A. Rynearso...
GECCO
2008
Springer
126views Optimization» more  GECCO 2008»
13 years 9 months ago
The impact of population size on code growth in GP: analysis and empirical validation
The crossover bias theory for bloat [18] is a recent result which predicts that bloat is caused by the sampling of short, unfit programs. This theory is clear and simple, but it ...
Riccardo Poli, Nicholas Freitag McPhee, Leonardo V...