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» Estimation of the Rate-Distortion Function
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140
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COLT
1998
Springer
15 years 8 months ago
Cross-Validation for Binary Classification by Real-Valued Functions: Theoretical Analysis
This paper concerns the use of real-valued functions for binary classification problems. Previous work in this area has concentrated on using as an error estimate the `resubstitut...
Martin Anthony, Sean B. Holden
CSDA
2008
95views more  CSDA 2008»
15 years 3 months ago
On the hazard function of Birnbaum-Saunders distribution and associated inference
In this paper, we discuss the shape of the hazard function of Birnbaum
Debasis Kundu, Nandini Kannan, N. Balakrishnan
131
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ESANN
2003
15 years 5 months ago
Neural networks organizations to learn complex robotic functions
Abstract. This paper considers the general problem of function estimation with a modular approach of neural computing. We propose to use functionally independent subnetworks to lea...
Gilles Hermann, Patrice Wira, Jean-Philippe Urban
155
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TSP
2012
13 years 11 months ago
Distributed Covariance Estimation in Gaussian Graphical Models
—We consider distributed estimation of the inverse covariance matrix in Gaussian graphical models. These models factorize the multivariate distribution and allow for efficient d...
Ami Wiesel, Alfred O. Hero
108
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DSP
2006
15 years 3 months ago
Multicomponent chirp signals analysis using product cubic phase function
This paper presents an algorithm for estimating the parameters of multicomponent chirp signals. The estimator is based on the cubic phase function (CPF), which is efficient to est...
Pu Wang, Jianyu Yang