Concepedia

Ryan McNellis

RM

Statistics

Publications

5

Citations

159

H-Index

5

Active since

2017

Affiliations

Columbia University(Current)

Amazon (Germany)

Moscow Institute of Thermal Technology

Ryan McNellis is an author at Columbia University specializing in computer science, machine learning, and decision trees.

ORCID

Publications per year

2017–2023

5

Publications

5

Decision Trees for Decision-Making under the Predict-then-Optimize\n Framework

Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis · arXiv (Cornell University) · 2020 · 49 citations · Full text

, , +16

Decision Trees for Decision-Making under the Predict-then-Optimize Framework

Adam N. Elmachtoub, Jason Cheuk Nam Liang, Ryan McNellis · arXiv (Cornell University) · 2020 · 41 citations · Full text

, , +16

Market Segmentation Trees

Ali Aouad, Adam N. Elmachtoub, Kris Ferreira et al. · Manufacturing & Service Operations Management · 2023 · 39 citations · Full text

, , +6

A Practical Method for Solving Contextual Bandit Problems Using Decision Trees

Adam N. Elmachtoub, Ryan McNellis, Sechan Oh et al. · arXiv (Cornell University) · 2017 · 20 citations · Full text

, , +17

Market Segmentation Trees

Ali Aouad, Adam N. Elmachtoub, Kris Ferreira et al. · arXiv (Cornell University) · 2019 · 10 citations · Full text

, , +6

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