randomized controlled trial

Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment UAI 2026 Measuring Model Performance in the Presence of an Intervention AAAI 2026 Comparing Targeting Strategies for Maximizing Social Welfare with Limited Resources ICLR 2025 Conditional Average Treatment Effect Estimation Under Hidden Confounders UAI 2025 Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects ICML 2025 Experimentation under Treatment Dependent Network Interference UAI 2025 Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis AISTATS 2025 Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments ICML 2025 GPT-4 as a Homework Tutor Can Improve Student Engagement and Learning Outcomes ACL 2025 Just Trial Once: Ongoing Causal Validation of Machine Learning Models UAI 2025 On Distributional Discrepancy for Experimental Design with General Assignment Probabilities AISTATS 2025 Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models MLHC 2024 Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024 Conformal Prediction Sets Improve Human Decision Making ICML 2024 Electronic Medical Records Assisted Digital Clinical Trial Design AISTATS 2024 FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024 Learning Causal Markov Boundaries with Mixed Observational and Experimental Data PGM 2024 Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024 Prediction-powered Generalization of Causal Inferences ICML 2024 Smoke and Mirrors in Causal Downstream Tasks NeurIPS 2024 Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions AISTATS 2023 Generalizing Clinical Trials with Convex Hulls CLeaR 2023 Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation ICML 2023 Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs MLHC 2023 Task-specific experimental design for treatment effect estimation ICML 2023