628 search results - page 44 / 126 » Latent Semantic Kernels |
ICA
2007
Springer
15 years 6 months ago
2007
Springer
In this paper we describe a methodology for model-based single channel separation of sounds. We present a sparse latent variable model that can learn sounds based on their distribu...
117
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ICML
2007
IEEE
16 years 1 months ago
2007
IEEE
We introduce models for density estimation with multiple, hidden, continuous factors. In particular, we propose a generalization of multilinear models using nonlinear basis functi...
113
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CIKM
2008
Springer
15 years 2 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
102
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EVENT
2001
15 years 1 months ago
2001
This paper describes a new representation for the audio and visual information in a video signal. We reduce the dimensionality of the signals with singular-value decompositions (S...
108
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GCB
2007
Springer
15 years 6 months ago
2007
Springer
Since the advent of public data repositories for proteomics data, readily accessible results from high-throughput experiments have been accumulating steadily. Several large-scale p...