2711 search results - page 219 / 543 » Convergence of the Wake-Sleep Algorithm |
148
click to vote
NIPS
2001
15 years 6 months ago
2001
In this paper we will show that a restricted class of constrained minimum divergence problems, named generalized inference problems, can be solved by approximating the KL divergen...
118
Voted
NIPS
1996
15 years 6 months ago
1996
This paper compares three penalty terms with respect to the efficiency of supervised learning, by using first- and second-order learning algorithms. Our experiments showed that fo...
136
Voted
ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
We propose a general and efficient algorithm for learning low-rank matrices. The proposed algorithm converges super-linearly and can keep the matrix to be learned in a compact fac...
133
Voted
NIPS
1998
15 years 6 months ago
1998
We present the CEM (Conditional Expectation Maximization) algorithm as an extension of the EM (Expectation Maximization) algorithm to conditional density estimation under missing ...
144
click to vote
AISB
1995
Springer
15 years 8 months ago
1995
Springer
This paper presents an evolutionary algorithm for solving parameter optimization problems in parametric array signal processing. The method utilises the niche concept to maintain a...