375 search results - page 8 / 75 » Bayesian Inference for Sparse Generalized Linear Models |
108
Voted
ESANN
2007
15 years 5 months ago
2007
Collaborative Filtering (CF) aims at finding patterns in a sparse matrix of contingency. It can be used for example to mine the ratings given by users on a set of items. In this p...
123
Voted
CSDA
2010
15 years 2 months ago
2010
125
Voted
ICPR
2010
IEEE
15 years 10 months ago
2010
IEEE
In this paper we develop a probabilistic interpretation and a full Bayesian inference for non-negative matrix deconvolution (NMFD) model. Our ultimate goal is unsupervised extract...
129
Voted
JMLR
2010
14 years 10 months ago
2010
Networks are becoming a unifying framework for modeling complex systems and network inference problems are frequently encountered in many fields. Here, I develop and apply a gener...
139
Voted
ICASSP
2009
IEEE
15 years 10 months ago
2009
IEEE
We develop a framework to detect when certain sounds are present in a mixed audio signal. We focus on the regime where out of a large number of possible sounds, a small but unknow...