Search Results for author: Ryan McNellis

Found 3 papers, 2 papers with code

Market Segmentation Trees

1 code implementation4 Jun 2019 Ali Aouad, Adam N. Elmachtoub, Kris J. Ferreira, Ryan McNellis

We seek to provide an interpretable framework for segmenting users in a population for personalized decision-making.

Applications

A Practical Method for Solving Contextual Bandit Problems Using Decision Trees

no code implementations14 Jun 2017 Adam N. Elmachtoub, Ryan McNellis, Sechan Oh, Marek Petrik

We propose a new method for the contextual bandit problem that is simple, practical, and can be applied with little or no domain expertise.

Thompson Sampling

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