1203 search results - page 157 / 241 » Probabilistic Matrix Factorization |
109
Voted
STOC
2003
ACM
16 years 2 months ago
2003
ACM
We consider a fundamental problem in computational learning theory: learning an arbitrary Boolean function which depends on an unknown set of k out of n Boolean variables. We give...
104
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CDC
2008
IEEE
15 years 8 months ago
2008
IEEE
— In this paper, we present a comparison theorem for the solutions of two generalized algebraic Riccati equations (GAREs) coming from two different systems. We show that the so-c...
114
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ICASSP
2008
IEEE
15 years 8 months ago
2008
IEEE
We propose a new approach for singer melody extraction, based on blind source separation techniques. The short time Fourier transform (STFT) of the singer signal is modelled by a ...
144
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IJCNN
2008
IEEE
15 years 8 months ago
2008
IEEE
— We discuss sparse support vector machines (sparse SVMs) trained in the reduced empirical feature space. Namely, we select the linearly independent training data by the Cholesky...
107
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DATE
2007
IEEE
15 years 8 months ago
2007
IEEE
In this paper we introduce a new algorithm for model order reduction in the presence of parameter or process variation. Our analysis is performed using a graph interpretation of t...