"causal effect estimation" Papers
10 papers found
Time After Time: Deep-Q Effect Estimation for Interventions on When and What to do
Yoav Wald, Mark Goldstein, Yonathan Efroni et al.
ICLR 2025posterarXiv:2503.15890
Turning the Tables: Enabling Backward Transfer via Causal-Aware LoRA in Continual Learning
Chaoyang Li, Runze Ye, Jianyang Qin et al.
NeurIPS 2025poster
Automating the Selection of Proxy Variables of Unmeasured Confounders
Feng Xie, Zhengming Chen, Shanshan Luo et al.
ICML 2024spotlight
Conditional Common Entropy for Instrumental Variable Testing and Partial Identification
Ziwei Jiang, Murat Kocaoglu
ICML 2024poster
Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning
Weilin Chen, Ruichu Cai, Zeqin Yang et al.
ICML 2024poster
Evaluating Instrument Validity using the Principle of Independent Mechanisms
Patrick F. Burauel
ICML 2024poster
Identifiability of Direct Effects from Summary Causal Graphs
Simon Ferreira, Charles Assaad
AAAI 2024paperarXiv:2306.16958
13
citations
Learning Decision Policies with Instrumental Variables through Double Machine Learning
Bill Daqian Shao, Ashkan Soleymani, Francesco Quinzan et al.
ICML 2024poster
NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation
Abbvavaram Gowtham Reddy, Vineeth N Balasubramanian
AAAI 2024paperarXiv:2211.04370
1
citations
On Online Experimentation without Device Identifiers
Shiv Shankar, Ritwik Sinha, Madalina Fiterau
ICML 2024poster