2861 search results - page 112 / 573 » Parallel Online Learning |
126
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We study metric learning as a problem of information retrieval. We present a general metric learning algorithm, based on the structural SVM framework, to learn a metric such that ...
121
Voted
COLT
2008
Springer
15 years 4 months ago
2008
Springer
We design and analyze interacting online algorithms for multitask classification that perform better than independent learners whenever the tasks are related in a certain sense. W...
115
Voted
ICALT
2007
IEEE
15 years 4 months ago
2007
IEEE
Content analysis is often employed by teachers and research to analyse online discussion forums to serve various purposes such as assessment, evaluation, and educational research....
128
Voted
NIPS
2004
15 years 4 months ago
2004
We present a competitive analysis of Bayesian learning algorithms in the online learning setting and show that many simple Bayesian algorithms (such as Gaussian linear regression ...
113
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
In the standard feature selection problem, we are given a fixed set of candidate features for use in a learning problem, and must select a subset that will be used to train a mode...