{"total":15,"rows":[{"id":"2102.05829","title":"Causal Inference for Time series Analysis: Problems, Methods and Evaluation","created":"2021-02-11","cited_by_count":42,"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":"2201.00689","title":"CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution","created":"2021-12-21","cited_by_count":12,"area":null},{"id":"2206.01900","title":"Estimating counterfactual treatment outcomes over time in complex multiagent scenarios","created":"2022-06-04","cited_by_count":12,"area":null},{"id":"2310.18688","title":"Clairvoyance: A Pipeline Toolkit for Medical Time Series","created":"2023-10-28","cited_by_count":12,"area":null},{"id":"2403.10766","title":"ODE Discovery for Longitudinal Heterogeneous Treatment Effects Inference","created":"2024-03-16","cited_by_count":12,"area":null},{"id":"2112.03811","title":"Disentangled Counterfactual Recurrent Networks for Treatment Effect Inference over Time","created":"2021-12-07","cited_by_count":9,"area":null},{"id":"2112.04461","title":"Enhancing Counterfactual Classification via Self-Training","created":"2021-12-08","cited_by_count":5,"area":null},{"id":"2311.00886","title":"COSTAR: Improved Temporal Counterfactual Estimation with Self-Supervised Learning","created":"2023-11-01","cited_by_count":2,"area":null},{"id":"2408.08815","title":"An Empirical Examination of Balancing Strategy for Counterfactual Estimation on Time Series","created":"2024-08-16","cited_by_count":2,"area":null},{"id":"2306.09656","title":"Temporal Causal Mediation through a Point Process: Direct and Indirect Effects of Healthcare Interventions","created":"2023-06-16","cited_by_count":1,"area":null},{"id":"2109.11929","title":"Deep Bayesian Estimation for Dynamic Treatment Regimes with a Long Follow-up Time","created":"2021-09-20","cited_by_count":0,"area":null},{"id":"2503.00028","title":"Genetics-Driven Personalized Disease Progression Model","created":"2025-02-24","cited_by_count":0,"area":null},{"id":"2511.16006","title":"Synergizing Deconfounding and Temporal Generalization For Time-series Counterfactual Outcome Estimation","created":"2025-11-20","cited_by_count":0,"area":null},{"id":"2603.05288","title":"Bayesian Supervised Causal Clustering","created":"2026-03-05","cited_by_count":0,"area":null}],"next_cursor":null}