1838 search results - page 277 / 368 » Competitive Collaborative Learning |
107
Voted
ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
This paper describes Pairwise Bisection: a nonparametric approach to optimizing a noisy function with few function evaluations. The algorithm uses nonparametric reasoning about si...
108
Voted
RECOMB
2006
Springer
16 years 2 months ago
2006
Springer
In this paper, we present CONTRAlign, an extensible and fully automatic framework for parameter learning and protein pairwise sequence alignment using pair conditional random field...
128
Voted
ICIAP
2005
ACM
16 years 2 months ago
2005
ACM
In this paper, we propose a novel method which involves neural adaptive techniques for identifying salient features and for classifying high dimensionality data. In particular a ne...
151
Voted
ICML
2009
IEEE
15 years 9 months ago
2009
IEEE
Topic models such as Latent Dirichlet Allocation (LDA) and Correlated Topic Model (CTM) have recently emerged as powerful statistical tools for text document modeling. In this pap...
113
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
Although mixed-membership models have achieved great success in unsupervised learning, they have not been widely applied to classification problems. In this paper, we propose a f...