1149 search results - page 101 / 230 » Learning to Align: A Statistical Approach |
91
Voted
KDD
2003
ACM
16 years 27 days ago
2003
ACM
Dimensionality reduction via Random Projections has attracted considerable attention in recent years. The approach has interesting theoretical underpinnings and offers computation...
101
Voted
ECCV
2002
Springer
16 years 2 months ago
2002
Springer
Numerous statistical learning methods have been developed for visual recognition tasks. Few attempts, however, have been made to address theoretical issues, and in particular, stud...
99
Voted
ICML
2009
IEEE
16 years 1 months ago
2009
IEEE
Subgroup discovery is the task of identifying the top k patterns in a database with most significant deviation in the distribution of a target attribute Y . Subgroup discovery is ...
99
Voted
ECML
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. We consider a new discriminative learning approach to sequence labeling based on the statistical concept of the Z-score. Given a training set of pairs of hidden-observed ...
91
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...