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Old 09-08-2018, 03:26 PM
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htlin htlin is offline
NTU
 
Join Date: Aug 2009
Location: Taipei, Taiwan
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Default Re: Hoeffding inequality and noisy targets

This lecture

https://www.csie.ntu.edu.tw/~htlin/m...08_handout.pdf

contains some materials related to noisy targets, though not a lot.

The assumption here is that we still get a deterministic classifier (to predict a noisy target). There are other settings that allow us to get a probabilistic classifier, but those are more complicated to analyze and not discussed in detail here.

Hope this helps.
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