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WCE
2007
13 years 11 months ago
A Fast Multivariate Nearest Neighbour Imputation Algorithm
— Imputation of missing data is important in many areas, such as reducing non-response bias in surveys and maintaining medical documentation. Nearest neighbour (NN) imputation al...
Norman Solomon, Giles Oatley, Kenneth McGarry
ICML
2010
IEEE
13 years 11 months ago
Deep Supervised t-Distributed Embedding
Deep learning has been successfully applied to perform non-linear embedding. In this paper, we present supervised embedding techniques that use a deep network to collapse classes....
Martin Renqiang Min, Laurens van der Maaten, Zinen...
ICML
2010
IEEE
13 years 11 months ago
Learning Fast Approximations of Sparse Coding
In Sparse Coding (SC), input vectors are reconstructed using a sparse linear combination of basis vectors. SC has become a popular method for extracting features from data. For a ...
Karol Gregor, Yann LeCun
ICECCS
2010
IEEE
158views Hardware» more  ICECCS 2010»
13 years 10 months ago
A Network Analysis of Stakeholders in Tool Visioning Process for Story Test Driven Development
Participation from all stakeholders is important in a successful software development project, especially if the development project is complex and has many stakeholders. Identify...
Shelly Park, Frank Maurer
CSL
2006
Springer
13 years 10 months ago
Using quality measures for multilevel speaker recognition
The use of quality information for multilevel speaker recognition systems is addressed in this contribution. From a definition of what constitutes a quality measure, two applicati...
Daniel Garcia-Romero, Julian Fiérrez-Aguila...