Learning in the Loop
author: John Langford,
Microsoft Research
published: May 28, 2013, recorded: September 2012, views: 5472
published: May 28, 2013, recorded: September 2012, views: 5472
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Description
Learning from user feedback well requires solving several problems simultaneously:
{a) Dealing with the scale of user feedback, which is often several orders of magnitude larger
than editorial feedback.
{b) Dealing with the weak and sometimes adversarial feedback that users provide.
{c) Dealing with the shifting and online nature ofthese problems.
I will discuss a combination of several tricks which address these problems effectively and some open questions that are bugging me.
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