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» On the Computational Interpretation of Negation
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JMLR
2006
103views more  JMLR 2006»
15 years 6 months ago
On Model Selection Consistency of Lasso
Sparsity or parsimony of statistical models is crucial for their proper interpretations, as in sciences and social sciences. Model selection is a commonly used method to find such...
Peng Zhao, Bin Yu
NAR
2008
90views more  NAR 2008»
15 years 6 months ago
Many Microbe Microarrays Database: uniformly normalized Affymetrix compendia with structured experimental metadata
Many Microbe Microarrays Database (M3D ) is designed to facilitate the analysis and visualization of expression data in compendia compiled from multiple laboratories. M3D contains...
Jeremiah J. Faith, Michael E. Driscoll, Vincent A....
NECO
2008
108views more  NECO 2008»
15 years 6 months ago
Optimal Approximation of Signal Priors
In signal restoration by Bayesian inference, one typically uses a parametric model of the prior distribution of the signal. Here, we consider how the parameters of a prior model s...
Aapo Hyvärinen
NCA
2006
IEEE
15 years 6 months ago
Evolutionary training of hardware realizable multilayer perceptrons
The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...
Vassilis P. Plagianakos, George D. Magoulas, Micha...
SIGCSE
2008
ACM
150views Education» more  SIGCSE 2008»
15 years 6 months ago
Backstop: a tool for debugging runtime errors
The errors that Java programmers are likely to encounter can roughly be categorized into three groups: compile-time (semantic and syntactic), logical, and runtime (exceptions). Wh...
Christian Murphy, Eunhee Kim, Gail E. Kaiser, Adam...