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1908.05372
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Uplift Modeling for Multiple Treatments with Cost Optimization
International Conference on Data Science and Advanced Analytics (DSAA), 2019
14 August 2019
Zhenyu Zhao
Totte Harinen
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Papers citing
"Uplift Modeling for Multiple Treatments with Cost Optimization"
25 / 25 papers shown
A Large Scale Heterogeneous Treatment Effect Estimation Framework and Its Applications of Users' Journey at Snap
Jing Pan
Li Shi
Paul Lo
CML
322
0
0
25 Nov 2025
Segment Discovery: Enhancing E-commerce Targeting
Qiqi Li
Roopali Singh
Charin Polpanumas
Tanner Fiez
Namita Kumar
Shreya Chakrabarti
295
3
0
31 Dec 2024
Deoxys: A Causal Inference Engine for Unhealthy Node Mitigation in Large-scale Cloud Infrastructure
ACM Symposium on Cloud Computing (SoCC), 2024
Chen Zhang
Randolph Yao
Si Qin
Ze Li
Shekhar Agrawal
...
Tri Tran
Minghua Ma
Qingwei Lin
Murali Chintalapati
Dongmei Zhang
807
5
0
23 Oct 2024
Assessing the Impact of Upselling in Online Fantasy Sports
Aayush Chaudhary
158
0
0
01 Sep 2024
Enhancing Uplift Modeling in Multi-Treatment Marketing Campaigns: Leveraging Score Ranking and Calibration Techniques
Yoon Tae Park
Ting Xu
Mohamed Anany
227
0
0
24 Aug 2024
Multi-Treatment Multi-Task Uplift Modeling for Enhancing User Growth
Yuxiang Wei
Zhaoxin Qiu
Yingjie Li
Yuke Sun
Xiaoling Li
OffRL
329
4
0
23 Aug 2024
End-to-End Cost-Effective Incentive Recommendation under Budget Constraint with Uplift Modeling
ACM Conference on Recommender Systems (RecSys), 2024
Zexu Sun
Hao Yang
Dugang Liu
Yunpeng Weng
Xing Tang
Xiuqiang He
OffRL
285
10
0
21 Aug 2024
Distribution-consistency Structural Causal Models
Heyang Gong
Chaochao Lu
Yu Zhang
182
1
0
29 Jan 2024
Uplift Modeling: from Causal Inference to Personalization
International Conference on Information and Knowledge Management (CIKM), 2023
Felipe Moraes
Hugo Manuel Proença
A. Kornilova
Javier Albert
Dmitri Goldenberg
CML
199
16
0
17 Aug 2023
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions
Hugo Manuel Proença
Felipe Moraes
216
5
0
23 Jun 2023
An End-to-End Framework for Marketing Effectiveness Optimization under Budget Constraint
Ziang Yan
Shusen Wang
Guorui Zhou
Jingjian Lin
Peng Jiang
OffRL
158
10
0
09 Feb 2023
Causal Inference Based Single-branch Ensemble Trees For Uplift Modeling
Fanglan Zheng
Menghan Wang
Kun Li
Jiang Tian
Xiaojia Xiang
CML
78
0
0
03 Feb 2023
DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation
Knowledge Discovery and Data Mining (KDD), 2022
Kailiang Zhong
Fengtong Xiao
Yan Ren
Yaorong Liang
Wenqing Yao
Xiaofeng Yang
Ling Cen
CML
234
26
0
19 Jul 2022
Device-Cloud Collaborative Recommendation via Meta Controller
Knowledge Discovery and Data Mining (KDD), 2022
Jiangchao Yao
Feng Wang
Xichen Ding
Shaohu Chen
Bo Han
Jingren Zhou
Hongxia Yang
289
22
0
07 Jul 2022
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects
International Conference on Machine Learning (ICML), 2022
Naoufal Acharki
Ramiro Lugo
A. Bertoncello
Josselin Garnier
CML
298
18
0
29 May 2022
Personalized Prediction of Future Lesion Activity and Treatment Effect in Multiple Sclerosis from Baseline MRI
International Conference on Medical Imaging with Deep Learning (MIDL), 2022
J. Durso-Finley
Jean-Pierre Falet
Brennan Nichyporuk
Douglas L. Arnold
Tal Arbel
AI4CE
305
10
0
01 Apr 2022
Generalized Causal Tree for Uplift Modeling
BigData Congress [Services Society] (BSS), 2022
Preetam Nandy
Xiufan Yu
Wanjun Liu
Ye Tu
Kinjal Basu
S. Chatterjee
CML
265
8
0
04 Feb 2022
LBCF: A Large-Scale Budget-Constrained Causal Forest Algorithm
The Web Conference (WWW), 2022
Meng Ai
Biao Li
Heyang Gong
Qingwei Yu
S. Xue
Yuan Zhang
Yunzhou Zhang
Peng Jiang
CML
OffRL
207
26
0
29 Jan 2022
Machine learning reveals how personalized climate communication can both succeed and backfire
Totte Harinen
Alex Filipowicz
Shabnam Hakimi
Rumen Iliev
M. Klenk
Emily S. Sumner
AI4CE
144
5
0
10 Sep 2021
E-Commerce Promotions Personalization via Online Multiple-Choice Knapsack with Uplift Modeling
International Conference on Information and Knowledge Management (CIKM), 2021
Javier Albert
Dmitri Goldenberg
296
36
0
11 Aug 2021
Interpretable Multiple Treatment Revenue Uplift Modeling
Americas Conference on Information Systems (AMCIS), 2021
R. M. Gubela
Stefan Lessmann
105
5
0
09 Jan 2021
To do or not to do: cost-sensitive causal decision-making
Diego Olaya
Wouter Verbeke
Jente Van Belle
M. Guerry
CML
214
6
0
05 Jan 2021
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event Logs
International Conference on Process Mining (ICPM), 2020
Z. Bozorgi
Irene Teinemaa
Marlon Dumas
M. Rosa
Artem Polyvyanyy
CML
AI4TS
131
49
0
03 Sep 2020
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints
Dmitri Goldenberg
Javier Albert
Lucas Bernardi
PabloA . Estevez
288
39
0
14 Aug 2020
Feature Selection Methods for Uplift Modeling and Heterogeneous Treatment Effect
Artificial Intelligence Applications and Innovations (AIAI), 2020
Zhenyu Zhao
Yumin Zhang
Totte Harinen
Mike Yung
CML
216
4
0
05 May 2020
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