ML twitter: is there a name for the version of the covariate shift problem where you're estimating p(y|x) but know something about p(y) under the "target" distribution?
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Replying to @jacobandreas
We used covariate shift to learn unknown aerodynamic ground effects to control drones and combined it with known physics. Used robust regression for uncertainty bounds.
@anqi_liu33@GuanyaShi@yisongyue https://arxiv.org/abs/1906.058191 reply 1 retweet 25 likes -
Replying to @AnimaAnandkumar @anqi_liu33 and
Cool! this constraint model looks compatible with what we're trying to do
1 reply 0 retweets 1 like
Replying to @jacobandreas @anqi_liu33 and
Would love to hear more when you release the work
3:20 PM - 13 Jun 2020
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