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Regret Minimization for Causal Inference on Large Treatment Space

Regret Minimization for Causal Inference on Large Treatment Space

10 June 2020
Akira Tanimoto
Tomoya Sakai
Takashi Takenouchi
H. Kashima
    CML
ArXiv (abs)PDFHTML

Papers citing "Regret Minimization for Causal Inference on Large Treatment Space"

6 / 6 papers shown
Title
A Distributionally-Robust Framework for Nuisance in Causal Effect Estimation
A Distributionally-Robust Framework for Nuisance in Causal Effect Estimation
Akira Tanimoto
52
0
0
23 May 2025
Causal Inference with Complex Treatments: A Survey
Causal Inference with Complex Treatments: A Survey
Yingrong Wang
Haoxuan Li
Minqin Zhu
Anpeng Wu
Ruoxuan Xiong
Leilei Gan
Kun Kuang
CML
86
1
0
19 Jul 2024
Reliable Off-Policy Learning for Dosage Combinations
Reliable Off-Policy Learning for Dosage Combinations
Jonas Schweisthal
Dennis Frauen
Valentyn Melnychuk
Stefan Feuerriegel
OffRL
57
12
0
31 May 2023
A Survey of Deep Causal Models and Their Industrial Applications
A Survey of Deep Causal Models and Their Industrial Applications
Zongyu Li
Xiaoning Guo
Siwei Qiang
CMLAI4CE
92
8
0
19 Sep 2022
Multi-treatment Effect Estimation from Biomedical Data
Multi-treatment Effect Estimation from Biomedical Data
Raquel Y. S. Aoki
Yizhou Chen
M. Ester
68
0
0
14 Dec 2021
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement
  Guidance Using Causal Inference
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal Inference
Koh Takeuchi
Ryo Nishida
Hisashi Kashima
Masaki Onishi
CML
28
4
0
08 Feb 2021
1