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The advance of fluorescent tagging and of confocal microscopy is allowing biologists to image biochemical processes at a level of detail that was unimaginable just a few years ago. However, as the analysis of these images is done mostly by hand, there is a severe bottleneck in transforming these ima ...

Drifting games provide a new and useful framework for analyzing learning algorithms. In this talk I will present the framework and show how it is used to derive a new boosting algorithm, called RobustBoost and a new online prediction algorithm, called NormalHedge. I will present two sets of experime ...