Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments

Alexey Poyarkov, Alexey Drutsa, Andrey Khalyavin, Gleb Gusev, Pavel Serdyukov. Boosted Decision Tree Regression Adjustment for Variance Reduction in Online Controlled Experiments. In Balaji Krishnapuram, Mohak Shah, Alexander J. Smola, Charu Aggarwal, Dou Shen, Rajeev Rastogi, editors, Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Francisco, CA, USA, August 13-17, 2016. pages 235-244, ACM, 2016. [doi]

Abstract

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