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A Comparison of Methods for Treatment Assignment with an Application to
  Playlist Generation
v1v2v3v4v5 (latest)

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

24 April 2020
Carlos Fernández-Loría
F. Provost
J. Anderton
Benjamin Carterette
Praveen Chandar
    CML
ArXiv (abs)PDFHTML

Papers citing "A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation"

8 / 8 papers shown
CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for
  Threshold Policies
CSPI-MT: Calibrated Safe Policy Improvement with Multiple Testing for Threshold PoliciesKnowledge Discovery and Data Mining (KDD), 2024
Brian M Cho
Ana-Roxana Pop
Kyra Gan
Sam Corbett-Davies
Israel Nir
Ariel Evnine
Nathan Kallus
OffRL
246
2
0
21 Aug 2024
Unveiling the Potential of Robustness in Evaluating Causal Inference
  Models
Unveiling the Potential of Robustness in Evaluating Causal Inference Models
Yiyan Huang
Cheuk Hang Leung
Siyi Wang
Yijun Li
Qi Wu
OODCML
231
1
0
28 Feb 2024
Maximizing the Success Probability of Policy Allocations in Online
  Systems
Maximizing the Success Probability of Policy Allocations in Online Systems
Artem Betlei
Mariia Vladimirova
Mehdi Sebbar
Nicolas Urien
Thibaud Rahier
Benjamin Heymann
OffRL
186
5
0
26 Dec 2023
Incremental Profit per Conversion: a Response Transformation for Uplift
  Modeling in E-Commerce Promotions
Incremental Profit per Conversion: a Response Transformation for Uplift Modeling in E-Commerce Promotions
Hugo Manuel Proença
Felipe Moraes
218
5
0
23 Jun 2023
Causal Decision Making and Causal Effect Estimation Are Not the Same...
  and Why It Matters
Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It MattersINFORMS Journal on Data Science (INFORMS J. Data Sci.), 2021
Carlos Fernández-Loría
F. Provost
CML
384
57
0
08 Apr 2021
Modeling Financial Products and their Supply Chains
Modeling Financial Products and their Supply ChainsINFORMS Journal on Data Science (INFORMS J. Data Sci.), 2021
M. Bjarnadóttir
L. Raschid
77
0
0
03 Feb 2021
How to "Improve" Prediction Using Behavior Modification
How to "Improve" Prediction Using Behavior ModificationInternational Journal of Forecasting (IJF), 2020
Galit Shmueli
A. Tafti
OffRLAI4TS
330
12
0
26 Aug 2020
Automated versus do-it-yourself methods for causal inference: Lessons
  learned from a data analysis competition
Automated versus do-it-yourself methods for causal inference: Lessons learned from a data analysis competition
Vincent Dorie
J. Hill
Uri Shalit
M. Scott
D. Cervone
CML
914
327
0
09 Jul 2017
1
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