1365 search results - page 71 / 273 » Learning with Product Units |
95
Voted
ICA
2007
Springer
15 years 6 months ago
2007
Springer
We have derived a new algorithm for dictionary learning for sparse coding in the ℓ1 exact sparse framework. The algorithm does not rely on an approximation residual to operate, b...
95
Voted
HICSS
2003
IEEE
15 years 5 months ago
2003
IEEE
The negotiation of what is to count as mutually acceptable collaborative knowledge is difficult to conduct when participants cannot interact face-to-face. We review certain relate...
75
Voted
ICASSP
2009
IEEE
15 years 4 months ago
2009
IEEE
Monaural speech segregation in reverberant environments is a very difficult problem. We develop a supervised learning approach by proposing an objective function that directly rel...
83
Voted
NIPS
1998
15 years 1 months ago
1998
A directed generative model for binary data using a small number of hidden continuous units is investigated. A clipping nonlinearity distinguishes the model from conventional prin...
86
Voted
ICASSP
2009
IEEE
15 years 7 months ago
2009
IEEE
A split quaternion learning algorithm for the training of nonlinear finite impulse response filters for the modelling of hypercomplex signals is proposed. A rigorous derivation ...