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Counterfactual Reasoning and Learning from Logged Data

timvieira.github.io · published 19 December 2016

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http://www.cs.ucr.edu/~cshelton/papers/docs/icml02.pdf
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https://arxiv.org/abs/1209.2355
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https://gist.github.com/timvieira/788c2c25c94663c49abada60f2e107e9
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https://en.wikipedia.org/wiki/Control_variates
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https://en.wikipedia.org/wiki/Simpson's_paradox
en.wikipedia.org
https://arxiv.org/abs/1103.4601
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https://en.wikipedia.org/wiki/Stratified_sampling
en.wikipedia.org
https://graphics.stanford.edu/projects/gpspaper/gps_full.pdf
graphics.stanford.edu
http://jmlr.org/proceedings/papers/v15/beygelzimer11a/beygelzimer11a.pdf
jmlr.org
http://www.research.rutgers.edu/~lihong/pub/Chapelle12Empirical.pdf
research.rutgers.edu
http://psthomas.com/papers/Thomas2015c.pdf
psthomas.com
https://papers.nips.cc/paper/4156-learning-bounds-for-importance-weighting.pdf
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