1686 search results - page 148 / 338 » Machine Learning in Medical Applications |
138
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
The principle of maximum entropy provides a powerful framework for statistical models of joint, conditional, and marginal distributions. However, there are many important distribu...
129
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We consider the general, widely applicable problem of selecting from n real-valued random variables a subset of size m of those with the highest means, based on as few samples as ...
124
Voted
ECTEL
2010
Springer
15 years 3 months ago
2010
Springer
In this paper, we investigate the components of a Research 2.0 infrastructure. We propose building blocks and their concrete implementation to leverage Research 2.0 practice and te...
128
Voted
ICMLA
2009
15 years 1 months ago
2009
For many ranking applications we would like to understand not only which items are top-ranked, but also why they are top-ranked. However, many of the best ranking algorithms (e.g....
143
Voted
JMLR
2010
14 years 10 months ago
2010
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...