Poster "causal effect estimation" Papers

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Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do

Yoav Wald, Mark Goldstein, Yonathan Efroni et al.

ICLR 2025arXiv:2503.15890

Turning the Tables: Enabling Backward Transfer via Causal-Aware LoRA in Continual Learning

Chaoyang Li, Runze Ye, Jianyang Qin et al.

Conditional Common Entropy for Instrumental Variable Testing and Partial Identification

Ziwei Jiang, Murat Kocaoglu

Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning

Weilin Chen, Ruichu Cai, Zeqin Yang et al.

ICML 2024arXiv:2405.03342

Evaluating Instrument Validity using the Principle of Independent Mechanisms

Patrick F. Burauel

Learning Decision Policies with Instrumental Variables through Double Machine Learning

Bill Daqian Shao, Ashkan Soleymani, Francesco Quinzan et al.

ICML 2024arXiv:2405.08498

On Online Experimentation without Device Identifiers

Shiv Shankar, Ritwik Sinha, Madalina Fiterau