ICLR 2025 "causal inference" Papers
9 papers found
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference
Anpeng Wu, Haiyi Qiu, Zhengming Chen et al.
ICLR 2025poster
2
citations
Causal Order: The Key to Leveraging Imperfect Experts in Causal Inference
Aniket Vashishtha, Abbavaram Gowtham Reddy, Abhinav Kumar et al.
ICLR 2025posterarXiv:2310.15117
48
citations
Constructing Confidence Intervals for Average Treatment Effects from Multiple Datasets
Yuxin Wang, Maresa Schröder, Dennis Frauen et al.
ICLR 2025posterarXiv:2412.11511
5
citations
Deriving Causal Order from Single-Variable Interventions: Guarantees & Algorithm
Mathieu Chevalley, Patrick Schwab, Arash Mehrjou
ICLR 2025posterarXiv:2405.18314
2
citations
Gaussian Mixture Counterfactual Generator
Jong-Hoon Ahn, Akshay Vashist
ICLR 2025poster
2
citations
Incremental Causal Effect for Time to Treatment Initialization
Andrew Ying, Zhichen Zhao, Ronghui Xu
ICLR 2025posterarXiv:2409.13097
1
citations
Mind Control through Causal Inference: Predicting Clean Images from Poisoned Data
Mengxuan Hu, Zihan Guan, Yi Zeng et al.
ICLR 2025poster
Neural Causal Graph for Interpretable and Intervenable Classification
Jiawei Wang, Shaofei Lu, Da Cao et al.
ICLR 2025poster
1
citations
Standardizing Structural Causal Models
Weronika Ormaniec, Scott Sussex, Lars Lorch et al.
ICLR 2025posterarXiv:2406.11601
13
citations