conftrace_

treatment effect

134 papers

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Co-occurring keywords

causal inference (1630) treatment effect estimation (72) observational datum (109) representation learning (6206) instrumental variable (75) propensity score (47) domain adaptation (4595) observational study (38) a/b testing (24) individual treatment effect (22)

Papers

Uplift Modeling with Delayed Feedback: Identifiability and Algorithms AAAI 2026
Interpolated Stochastic Interventions Based on Propensity Scores, Target Policies and Treatment-Specific Costs AAAI 2026
Measuring Model Performance in the Presence of an Intervention AAAI 2026
Fairness-Aware Design for Contextual Experiments: Guaranteeing Reliability and Equity in Heterogeneous Subgroups AAAI 2026
Experimentation on Endogenous Graphs AAAI 2026
Learning Subgroups with Maximum Treatment Effects Without Causal Heuristics AAAI 2026
Uplift Model Evaluation with Ordinal Dominance Graphs JMLR 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning IJCAI 2025
Locally Private Causal Inference for Randomized Experiments JMLR 2025
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments NIPS 2024
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal Learner NIPS 2024
Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024
Benchmarking Estimators for Natural Experiments: A Novel Dataset and a Doubly Robust Algorithm NIPS 2024
DiffPO: A causal diffusion model for learning distributions of potential outcomes NIPS 2024
Using Surrogates in Covariate-adjusted Response-adaptive Randomization Experiments with Delayed Outcomes NIPS 2024
Hierarchical and Density-based Causal Clustering NIPS 2024
Estimating treatment effects from single-arm trials via latent-variable modeling AISTATS 2024
Causal Contrastive Learning for Counterfactual Regression Over Time NIPS 2024
Towards Safe Policy Learning under Partial Identifiability: A Causal Approach AAAI 2024
Exploiting Geometry for Treatment Effect Estimation via Optimal Transport AAAI 2024
Unit Selection with Nonbinary Treatment and Effect AAAI 2024
Higher-Order Causal Message Passing for Experimentation with Complex Interference NIPS 2024
Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024
The Causal Impact of Credit Lines on Spending Distributions AAAI 2024
Off-policy estimation with adaptively collected data: the power of online learning NIPS 2024