{"total":38,"rows":[{"id":"2207.04049","title":"Learning Causal Effects on Hypergraphs","created":"2022-07-07","cited_by_count":31,"area":null},{"id":"2202.02896","title":"Evaluation Methods and Measures for Causal Learning Algorithms","created":"2022-02-07","cited_by_count":23,"area":null},{"id":"2405.03342","title":"Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning","created":"2024-05-06","cited_by_count":19,"area":null},{"id":"2306.11216","title":"CF-GODE: Continuous-Time Causal Inference for Multi-Agent Dynamical Systems","created":"2023-06-20","cited_by_count":16,"area":null},{"id":"2210.14080","title":"Learning Individual Treatment Effects under Heterogeneous Interference in Networks","created":"2022-10-25","cited_by_count":12,"area":null},{"id":"2308.04011","title":"Generalization bound for estimating causal effects from observational network data","created":"2023-08-08","cited_by_count":11,"area":null},{"id":"2412.03727","title":"Online Experimental Design With Estimation-Regret Trade-off Under Network Interference","created":"2024-12-04","cited_by_count":9,"area":null},{"id":"2311.14994","title":"Exploring Causal Learning through Graph Neural Networks: An In-depth Review","created":"2023-11-25","cited_by_count":8,"area":null},{"id":"2309.13884","title":"Estimating Treatment Effects Under Heterogeneous Interference","created":"2023-09-25","cited_by_count":7,"area":null},{"id":"2601.10567","title":"Generative AI collective behavior needs an interactionist paradigm","created":"2026-01-15","cited_by_count":6,"area":null},{"id":"2305.17479","title":"Inferring Individual Direct Causal Effects Under Heterogeneous Peer Influence","created":"2023-05-27","cited_by_count":5,"area":null},{"id":"2505.20130","title":"Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach","created":"2025-05-26","cited_by_count":5,"area":null},{"id":"2307.08237","title":"A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection","created":"2023-07-17","cited_by_count":4,"area":null},{"id":"2403.11332","title":"Graph Machine Learning based Doubly Robust Estimator for Network Causal Effects","created":"2024-03-17","cited_by_count":4,"area":null},{"id":"2406.13966","title":"Causal Inference with Latent Variables: Recent Advances and Future Prospectives","created":"2024-06-20","cited_by_count":4,"area":null},{"id":"2410.00075","title":"Optimizing Treatment Allocation in the Presence of Interference","created":"2024-09-30","cited_by_count":4,"area":null},{"id":"2312.00710","title":"SpaCE: The Spatial Confounding Environment","created":"2023-12-01","cited_by_count":3,"area":null},{"id":"2403.19289","title":"Uplift Modeling Under Limited Supervision","created":"2024-03-28","cited_by_count":3,"area":null},{"id":"2412.04799","title":"Estimating the treatment effect over time under general interference through deep learner integrated TMLE","created":"2024-12-06","cited_by_count":3,"area":null},{"id":"2505.05242","title":"Enhancing Treatment Effect Estimation via Active Learning: A Counterfactual Covering Perspective","created":"2025-05-08","cited_by_count":3,"area":null},{"id":"2210.11355","title":"Network Synthetic Interventions: A Causal Framework for Panel Data Under Network Interference","created":"2022-10-20","cited_by_count":2,"area":null},{"id":"2410.10044","title":"DAG-aware Transformer for Causal Effect Estimation","created":"2024-10-13","cited_by_count":2,"area":null},{"id":"2503.01722","title":"Learning Exposure Mapping Functions for Inferring Heterogeneous Peer Effects","created":"2025-03-03","cited_by_count":2,"area":null},{"id":"2401.06557","title":"Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks","created":"2024-01-12","cited_by_count":1,"area":null},{"id":"2502.19741","title":"Causal Effect Estimation under Networked Interference without Networked Unconfoundedness Assumption","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2505.08395","title":"Bayesian Estimation of Causal Effects Using Proxies of a Latent Interference Network","created":"2025-05-13","cited_by_count":1,"area":null},{"id":"2509.18484","title":"Estimating Heterogeneous Causal Effect on Networks via Orthogonal Learning","created":"2025-09-23","cited_by_count":1,"area":null},{"id":"2510.21457","title":"Estimating Treatment Effects in Networks under Unknown Exposure Mappings","created":"2025-10-24","cited_by_count":1,"area":null},{"id":"2511.02895","title":"A Criminology of Machines","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2602.03459","title":"Causal Inference on Networks under Misspecified Exposure Mappings: A Partial Identification Framework","created":"2026-02-03","cited_by_count":1,"area":null},{"id":"2603.01168","title":"SphUnc: Hyperspherical Uncertainty Decomposition and Causal Identification via Information Geometry","created":"2026-03-01","cited_by_count":1,"area":null},{"id":"2408.13484","title":"IntOPE: Off-Policy Evaluation in the Presence of Interference","created":"2024-08-24","cited_by_count":0,"area":null},{"id":"2604.19186","title":"Inductive Subgraphs as Shortcuts: Causal Disentanglement for Heterophilic Graph Learning","created":"2026-04-21","cited_by_count":0,"area":null},{"id":"2605.24358","title":"Treatment Effect Estimation with Differentiated Networked Effect on Graph Data","created":"2026-05-23","cited_by_count":0,"area":null},{"id":"2608.18932","title":"Transportable Causal Effect Estimation across Networks under Interference","created":"2026-08-19","cited_by_count":0,"area":null},{"id":"2608.27187","title":"When Interference Graphs Evolve: Doubly Robust Estimation of Dynamic Peer Effects","created":"2026-08-27","cited_by_count":0,"area":null},{"id":"2609.15254","title":"Conformal Individual Treatment Effect Estimation under Networked Interference","created":"2026-09-14","cited_by_count":0,"area":null},{"id":"2610.02872","title":"Peer Effects in Signed Networks: Separating Influence Through Positive and Negative Ties","created":"2026-10-02","cited_by_count":0,"area":null}],"next_cursor":null}