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04/24/2020
Methods for Individual Treatment Assignment: An Application and Comparison for Playlist Generation
We present a systematic analysis of causal treatment assignment decision...
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05/19/2018
Adaptively Pruning Features for Boosted Decision Trees
Boosted decision trees enjoy popularity in a variety of applications; ho...
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05/19/2018
Revealing the Basis: Ordinal Embedding Through Geometry
Ordinal Embedding places n objects into R^d based on comparisons such as...
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03/13/2018
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence
We consider the problem of near-optimal arm identification in the fixed ...
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02/16/2018