15 search results - page 2 / 3 » Defensive forecasting for optimal prediction with expert adv... |
COLT
2004
Springer
13 years 9 months ago
2004
Springer
We investigate label efficient prediction, a variant, proposed by Helmbold and Panizza, of the problem of prediction with expert advice. In this variant, the forecaster, after gues...
COLT
2008
Springer
13 years 7 months ago
2008
Springer
Prediction from expert advice is a fundamental problem in machine learning. A major pillar of the field is the existence of learning algorithms whose average loss approaches that ...
IDEAL
2000
Springer
13 years 9 months ago
2000
Springer
Abstract. Ordinal data play an important part in financial forecasting. For example, advice from expert sources may take the form of "bullish", "bearish" or &qu...
CORR
2011
Springer
12 years 9 months ago
2011
Springer
Scoring rules for eliciting expert predictions of random variables are usually developed assuming that experts derive utility only from the quality of their predictions (e.g., sco...
ALT
2009
Springer
13 years 10 months ago
2009
Springer
In this paper the sequential prediction problem with expert advice is considered for the case when the losses of experts suffered at each step can be unbounded. We present some mo...