134 search results - page 22 / 27 » Random Projections for Manifold Learning |
ICASSP
2010
IEEE
13 years 10 months ago
2010
IEEE
Algorithms such as Least Median of Squares (LMedS) and Random Sample Consensus (RANSAC) have been very successful for low-dimensional robust regression problems. However, the comb...
BMCBI
2010
13 years 10 months ago
2010
Background: With the rapid expansion of DNA sequencing databases, it is now feasible to identify relevant information from prior sequencing projects and completed genomes and appl...
ICML
2007
IEEE
14 years 10 months ago
2007
IEEE
We introduce a new inference algorithm for Dirichlet process mixture models. While Gibbs sampling and variational methods focus on local moves, the new algorithm makes more global...
ACCV
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. The trace quotient problem arises in many applications in pattern classification and computer vision, e.g., manifold learning, low-dimension embedding, etc. The task is ...
ICSE
2010
IEEE-ACM
14 years 2 months ago
2010
IEEE-ACM
Many software artifacts are created, maintained and evolved as part of a software development project. As software developers work on a project, they interact with existing projec...