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Looper: An end-to-end ML platform for product decisions


Nov 10, 2021
Igor L. Markov, Hanson Wang, Nitya Kasturi, Shaun Singh, Sze Wai Yuen, Mia Garrard, Sarah Tran, Yin Huang, Zehui Wang, Igor Glotov, Tanvi Gupta, Boshuang Huang, Peng Chen, Xiaowen Xie, Michael Belkin, Sal Uryasev, Sam Howie, Eytan Bakshy, Norm Zhou

* 10 pages + references, 5 figures 

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Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies


Nov 05, 2021
Han Wu, Sarah Tan, Weiwei Li, Mia Garrard, Adam Obeng, Drew Dimmery, Shaun Singh, Hanson Wang, Daniel Jiang, Eytan Bakshy

* A short version was presented at MIT CODE 2021 

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Personalization for Web-based Services using Offline Reinforcement Learning


Feb 10, 2021
Pavlos Athanasios Apostolopoulos, Zehui Wang, Hanson Wang, Chad Zhou, Kittipat Virochsiri, Norm Zhou, Igor L. Markov

* 9 pages, 8 figures, 3 tables 

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Predictive Precompute with Recurrent Neural Networks


Dec 14, 2019
Hanson Wang, Zehui Wang, Yuanyuan Ma


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