conftrace_

average treatment effect

38 papers

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Also known as

ATE

Co-occurring keywords

causal inference (1630) propensity score (47) treatment effect (134) partial identification (16) inverse propensity score (9) confidence interval (146) experimental design (89) synthetic control (16) unmeasured confounding (12) mediation analysis (14)

Papers

Causal Effect of Functional Treatment JMLR 2025
Efficient and Robust Semi-supervised Estimation of Average Treatment Effect with Partially Annotated Treatment and Response JMLR 2025
DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data JMLR 2025
Federated Experiment Design under Distributed Differential Privacy AISTATS 2024
Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024
Cluster-Adaptive Network A/B Testing: From Randomization to Estimation JMLR 2024
Marginal Causal Flows for Validation and Inference NIPS 2024
Causal ATE Mitigates Unintended Bias in Controlled Text Generation CONLL 2024
Limits of Approximating the Median Treatment Effect COLT 2024
Smaller Confidence Intervals From IPW Estimators via Data-Dependent Coarsening (Extended Abstract) COLT 2024
A/B testing under Interference with Partial Network Information AISTATS 2024
Causal Inference for Human-Language Model Collaboration NAACL 2024
Semiparametric Efficient Inference in Adaptive Experiments CLEAR 2024
Conditional Outcome Equivalence: A Quantile Alternative to CATE NIPS 2024
Sharp Bounds for Generalized Causal Sensitivity Analysis NIPS 2023
A/B Testing in Network Data with Covariate-Adaptive Randomization ICML 2023
Local Causal Discovery for Estimating Causal Effects CLEAR 2023
A Reinforcement Learning Framework for Dynamic Mediation Analysis ICML 2023
Double and Single Descent in Causal Inference with an Application to High-Dimensional Synthetic Control NIPS 2023
Finite Population Regression Adjustment and Non-asymptotic Guarantees for Treatment Effect Estimation NIPS 2023
Marginal Density Ratio for Off-Policy Evaluation in Contextual Bandits NIPS 2023
Non-stationary Experimental Design under Linear Trends NIPS 2023
Average Adjusted Association: Efficient Estimation with High Dimensional Confounders AISTATS 2023
Sample Constrained Treatment Effect Estimation NIPS 2022
Partial Identification of Treatment Effects with Implicit Generative Models NIPS 2022