Prediction with Expert Advice by Following the Perturbed Leader for General Weights
When applying aggregating strategies to Prediction with Expert Advice, the learning rate must be adaptively tuned. The natural choice of √complexity/current loss renders the analysis of Weighted Majority derivatives quite complicated. In particular, for
|Collections||ANU Research Publications|
|Source:||Algorithmic Learning Theory: 15th International Conference, ALT 2004, Pedova, Italy, October 2004, Proceedings|
|01_Hutter_Prediction_with_Expert_Advice_2004.pdf||224.41 kB||Adobe PDF||Request a copy|
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