Uplift Modeling for Multiple Treatments with Cost Optimization

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Uplift Modeling for Multiple Treatments with Cost Optimization

14 August 2019

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Papers citing "Uplift Modeling for Multiple Treatments with Cost Optimization"

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Title
Inform Product Change through Experimentation with Data-Driven Behavioral Segmentation Zhenyu Zhao Yan He Miao Chen 16 7 0 25 Jan 2022
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints Dmitri Goldenberg Javier Albert Lucas Bernardi PabloA . Estevez 41 32 0 14 Aug 2020
Contextual Multi-Armed Bandits for Causal Marketing Neela Sawant C. Namballa Narayanan Sadagopan Houssam Nassif CML 38 29 0 02 Oct 2018
Transfer Learning for Estimating Causal Effects using Neural Networks Sören R. Künzel Bradly C. Stadie N. Vemuri V. Ramakrishnan Jasjeet Sekhon Pieter Abbeel CML 49 32 0 23 Aug 2018
Quasi-Oracle Estimation of Heterogeneous Treatment Effects Xinkun Nie Stefan Wager CML 170 655 0 13 Dec 2017
Some methods for heterogeneous treatment effect estimation in high-dimensions Scott Powers Junyang Qian Kenneth Jung Alejandro Schuler N. Shah Trevor Hastie Robert Tibshirani CML 79 219 0 01 Jul 2017
Meta-learners for Estimating Heterogeneous Treatment Effects using Machine Learning Sören R. Künzel Jasjeet Sekhon Peter J. Bickel Bin Yu CML 167 930 0 12 Jun 2017
Uplift Modeling with Multiple Treatments and General Response Types Yan Zhao X. Fang D. Simchi-Levi 54 79 0 23 May 2017
Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods Gian-Andrea Thanei Saad Sadiq Daniel J. Feaster N. Meinshausen CML 73 144 0 19 Jan 2017
Generalized Random Forests Susan Athey J. Tibshirani Stefan Wager 351 1,371 0 05 Oct 2016
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests Stefan Wager Susan Athey SyDa CML 378 2,496 0 14 Oct 2015
Recursive Partitioning for Heterogeneous Causal Effects Susan Athey Guido Imbens CML 271 1,438 0 05 Apr 2015
Doubly Robust Policy Evaluation and Optimization Miroslav Dudík D. Erhan John Langford Lihong Li OffRL 194 290 0 10 Mar 2015
Unbiased Offline Evaluation of Contextual-bandit-based News Article Recommendation Algorithms Lihong Li Wei Chu John Langford Xuanhui Wang OffRL 233 577 0 31 Mar 2010
A Contextual-Bandit Approach to Personalized News Article Recommendation Lihong Li Wei Chu John Langford Robert Schapire 473 2,957 0 28 Feb 2010