2711 search results - page 279 / 543 » Convergence of the Wake-Sleep Algorithm |
141
click to vote
COLT
2005
Springer
15 years 10 months ago
2005
Springer
In the machine learning community it is generally believed that graph Laplacians corresponding to a finite sample of data points converge to a continuous Laplace operator if the s...
126
click to vote
GECCO
2005
Springer
15 years 10 months ago
2005
Springer
This paper compares the performance of anti-noise methods, particularly probabilistic and re-sampling methods, using NSGA2. It then proposes a computationally less expensive appro...
137
click to vote
GECCO
2005
Springer
15 years 10 months ago
2005
Springer
Self-adaptation of the mutation strengths is a powerful mechanism in evolution strategies (ES), but it can fail. As a consequence premature convergence or ending up in a local opt...
124
click to vote
ATAL
2004
Springer
15 years 10 months ago
2004
Springer
This paper presents an algorithm for learning the meaning of messages communicated between agents that interact while acting optimally towards a cooperative goal. Our reinforcemen...
134
click to vote
PKDD
2004
Springer
15 years 10 months ago
2004
Springer
A crucial issue for Machine Learning and Data Mining is Feature Selection, selecting the relevant features in order to focus the learning search. A relaxed setting for Feature Sele...