18 search results - page 3 / 4 » New Error Bounds for Solomonoff Prediction |
FM
2009
Springer
14 years 10 days ago
2009
Springer
Abstract. Predictive analysis aims at detecting concurrency errors during runtime by monitoring a concrete execution trace of a concurrent program. In recent years, various models ...
CORR
2006
Springer
13 years 5 months ago
2006
Springer
The Minimum Description Length principle for online sequence estimation/prediction in a proper learning setup is studied. If the underlying model class is discrete, then the total...
JMLR
2010
13 years 17 days ago
2010
In this paper, we propose a general framework for sparse semi-supervised learning, which concerns using a small portion of unlabeled data and a few labeled data to represent targe...
ICAC
2009
IEEE
14 years 15 days ago
2009
IEEE
Automatic management of large-scale production systems requires a continuous monitoring service to keep track of the states of the managed system. However, it is challenging to ac...
STACS
1999
Springer
13 years 10 months ago
1999
Springer
Abstract. We advocate to analyze the average complexity of learning problems. An appropriate framework for this purpose is introduced. Based on it we consider the problem of learni...