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CDC
2009
IEEE
108views Control Systems» more  CDC 2009»
13 years 10 months ago
The parabigeminal nucleus as a recursive estimator
— The parabigeminal nucleus (PBN) is known to estimate the retinal position error (RPE) of an intended target. Recently it has been discovered that PBN activity continues to enco...
Rui Ma, Todd P. Coleman, Joseph G. Malpeli
AUSDM
2006
Springer
112views Data Mining» more  AUSDM 2006»
13 years 9 months ago
Accuracy Estimation With Clustered Dataset
If the dataset available to machine learning results from cluster sampling (e.g. patients from a sample of hospital wards), the usual cross-validation error rate estimate can lead...
Ricco Rakotomalala, Jean-Hugues Chauchat, Fran&cce...
BMCBI
2004
135views more  BMCBI 2004»
13 years 5 months ago
Determination of the differentially expressed genes in microarray experiments using local FDR
Background: Thousands of genes in a genomewide data set are tested against some null hypothesis, for detecting differentially expressed genes in microarray experiments. The expect...
Julie Aubert, Avner Bar-Hen, Jean-Jacques Daudin, ...
COLT
1999
Springer
13 years 9 months ago
Beating the Hold-Out: Bounds for K-fold and Progressive Cross-Validation
The empirical error on a test set, the hold-out estimate, often is a more reliable estimate of generalization error than the observed error on the training set, the training estim...
Avrim Blum, Adam Kalai, John Langford
DATE
2008
IEEE
104views Hardware» more  DATE 2008»
13 years 11 months ago
Diagnostic Analysis of Static Errors in Multi-Step Analog to Digital Converters
– A new approach for diagnostic analysis of static errors in multi-step ADC based on the steepestdescent method is proposed. To set initial data, estimate the parameter update an...
Amir Zjajo, José Pineda de Gyvez