375 search results - page 60 / 75 » Bayesian Inference for Sparse Generalized Linear Models |
104
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TASLP
2010
14 years 8 months ago
2010
Abstract--We consider inference in a general data-driven object-based model of multichannel audio data, assumed generated as a possibly underdetermined convolutive mixture of sourc...
324
Voted
ICDE
2009
IEEE
17 years 1 months ago
2009
IEEE
Recent work has shown the importance of considering the adversary’s background knowledge when reasoning about privacy in data publishing. However, it is very difficult
for the d...
102
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COGSCI
2007
15 years 1 months ago
2007
An expression-induction model was used to simulate the evolution of basic color terms to test Berlin and Kay’s (1969) hypothesis that the typological patterns observed in basic ...
113
Voted
NIPS
2007
15 years 3 months ago
2007
Many existing approaches to collaborative filtering can neither handle very large datasets nor easily deal with users who have very few ratings. In this paper we present the Prob...
121
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ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
This paper addresses the problem of active model selection for nonlinear dynamical systems. We propose a novel learning approach that selects the most informative subset of time-d...