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cs.LG2004★ 2 cited
Prediction with Expert Advice by Following the Perturbed Leader for General Weights
Marcus Hutter, Jan Poland
When applying aggregating strategies to Prediction with Expert Advice, the learning rate must be adaptively tuned. The natural choice of sqrt(complexity/current loss) renders the a…
cs.LG2004★ 1 cited
Tournament versus Fitness Uniform Selection
Shane Legg, Marcus Hutter, Akshat Kumar
In evolutionary algorithms a critical parameter that must be tuned is that of selection pressure. If it is set too low then the rate of convergence towards the optimum is likely to…