Monthly Archives: November 2010

Survey & Experiment: Towards the Learning Accuracy

This survey has been merged into a technical report, see here. 1. Introduction A generic learning problem can be regarded as an optimization over parameter , and the loss function is given by where is a given sample. An empirical … Continue reading

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Generalization for Stochastic / Online Convex Learning

I haven’t touched learning theory for a couple of months, but I always keep my eyes on. Partially due to the reason that I am seeking for a learning theory course project, I decided to take a brief look at … Continue reading

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