4354 search results - page 719 / 871 » Classification-based objective functions |
149
Voted
GECCO
2008
Springer
15 years 6 months ago
2008
Springer
This paper presents an Adaptive Genetic Algorithm (AGA) where selection pressure, crossover and mutation probabilities are adapted according to population diversity statistics. Th...
170
click to vote
ICML
2010
IEEE
15 years 6 months ago
2010
IEEE
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
118
click to vote
ICML
2010
IEEE
15 years 6 months ago
2010
IEEE
Deep learning has been successfully applied to perform non-linear embedding. In this paper, we present supervised embedding techniques that use a deep network to collapse classes....
123
click to vote
HASE
2008
IEEE
15 years 6 months ago
2008
IEEE
Information security continues to evolve in response to disruptive changes with a persistent focus on information-centric controls and a healthy debate about balancing endpoint an...
152
click to vote
ICASSP
2010
IEEE
15 years 5 months ago
2010
IEEE
This work exploits several machine-learning techniques to address the problem of image-quality prediction of synthetic aperture sonar (SAS) imagery. The objective is to predict th...