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ICANN
2005
Springer
15 years 6 months ago
Multiresponse Sparse Regression with Application to Multidimensional Scaling
Sparse regression is the problem of selecting a parsimonious subset of all available regressors for an efficient prediction of a target variable. We consider a general setting in w...
Timo Similä, Jarkko Tikka
88
Voted
ICAI
2009
14 years 10 months ago
Learning Mappings with Neural Network
The authors extended the idea of training multiple tasks simultaneously on a partially shared feed forward network. A shared input subvector was added to represented common inputs...
Yefei Peng, Paul W. Munro
98
Voted
TIT
2011
97views more  TIT 2011»
14 years 7 months ago
Error Exponents for the Gaussian Channel With Active Noisy Feedback
We study the best exponential decay in the blocklength of the probability of error that can be achieved in the transmission of a single bit over the Gaussian channel with an activ...
Young-Han Kim, Amos Lapidoth, Tsachy Weissman
116
Voted
FOIKS
2006
Springer
15 years 4 months ago
Guarded Open Answer Set Programming with Generalized Literals
Abstract. We extend the open answer set semantics for programs with generalized literals. Such extended programs (EPs) have interesting properties, e.g. the ability to express infi...
Stijn Heymans, Davy Van Nieuwenborgh, Dirk Vermeir
82
Voted
JOT
2002
52views more  JOT 2002»
15 years 11 days ago
Negotiable Interfaces for Components
es are extended with a factorable, abstract state, and methods of interfaces are extended with state transformation behaviours. A new programming language command, the USE statemen...
Simon D. Kent, Chris Ho-Stuart, Paul Roe