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NIPS 2007: Leon Bottou tutorial

Author:nick @ December 3rd, 2007 2 Comments

Leon Bottou is pushing slightly sophisticated gradient descent methods over batch methods for the case in which you want to make use of tons of data. He shows that they can be much quicker without loss of accuracy, esp. in the cases people like these days (CRFs, convex optimizations, etc.). It may be worth looking into these current gradient methods.