1822 search results - page 112 / 365 » Risk-Sensitive Online Learning |
131
Voted
COLT
2008
Springer
15 years 5 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...
124
Voted
ICALT
2007
IEEE
15 years 5 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....
133
Voted
NIPS
2004
15 years 5 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 ...
121
Voted
ICML
2003
IEEE
16 years 4 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...
134
Voted
ALT
2007
Springer
15 years 10 months ago
2007
Springer
This paper deals with the problem of making predictions in the online mode of learning where the dependence of the outcome yt on the signal xt can change with time. The Aggregating...