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Second-order Quantile Methods for Experts and Combinatorial Games
Published on 2015-08-201812 Views
We aim to design strategies for sequential decision making that adjust to the difficulty of the learning problem. We study this question both in the setting of prediction with expert advice, and for m
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Presentation
Second-order Quantile Methods for Experts and Combinatorial Games00:00
Keep it simple: expert setting00:06
Beyond the Worst Case - 100:36
Beyond the Worst Case - 200:51
Beyond the Worst Case - 301:16
Beyond the Worst Case - 401:26
Beyond the Worst Case - 501:48
Beyond the Worst Case - 601:59
All we need is the right learning rate02:13
But everyone struggles with the learning rate02:56
Learning the learning rate04:04