10 search results - page 1 / 2 » Sequential Coordinate-Wise Algorithm for the Non-negative Le... |
CAIP
2005
Springer
14 years 2 months ago
2005
Springer
ICAISC
2010
Springer
13 years 10 months ago
2010
Springer
Abstract. This paper proposes the Sequential Coordinate-Wise Algorithm (SCWA) to Discriminant Nonnegative Matrix Factorization (DNMF) for improving face recognition. DNMF incorpora...
ECAI
2006
Springer
14 years 6 days ago
2006
Springer
Abstract. We formulate the problem of least squares temporal difference learning (LSTD) in the framework of least squares SVM (LS-SVM). To cope with the large amount (and possible ...
TIT
2002
13 years 8 months ago
2002
We consider the problem of sequential linear prediction of real-valued sequences under the square-error loss function. For this problem, a prediction algorithm has been demonstrate...
CORR
2011
Springer
13 years 3 months ago
2011
Springer
The analysis of online least squares estimation is at the heart of many stochastic sequential decision-making problems. We employ tools from the self-normalized processes to provi...