Data Fusion for Partial Identification of Causal Effects.
CoRR, May, 2025
A Cautionary Tale on Integrating Studies with Disparate Outcome Measures for Causal Inference.
CoRR, May, 2025
American sign language classification using deep learning.
Int. J. Biom., 2024
Graph Neural Network based Double Machine Learning Estimator of Network Causal Effects.
CoRR, 2024
Towards Generalizing Inferences from Trials to Target Populations.
CoRR, 2024
Who Are We Missing? A Principled Approach to Characterizing the Underrepresented Population.
CoRR, 2024
Safe and Interpretable Estimation of Optimal Treatment Regimes.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Estimating Trustworthy and Safe Optimal Treatment Regimes.
CoRR, 2023
A Double Machine Learning Approach to Combining Experimental and Observational Data.
CoRR, 2023
From Feature Importance to Distance Metric: An Almost Exact Matching Approach for Causal Inference.
CoRR, 2023
Variable importance matching for causal inference.
Proceedings of the Uncertainty in Artificial Intelligence, 2023
Synthetic Controls as Balancing Scores.
Proceedings of the First Tiny Papers Track at ICLR 2023, 2023
MALTS: Matching After Learning to Stretch.
J. Mach. Learn. Res., 2022
Are Synthetic Control Weights Balancing Score?
CoRR, 2022
Why Interpretable Causal Inference is Important for High-Stakes Decision Making for Critically Ill Patients and How To Do It.
,
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2022
Evaluating Causal Inference Methods.
CoRR, 2022
Validating Causal Inference Methods.
Proceedings of the International Conference on Machine Learning, 2022
Detecting Treatment Effect Modifiers in Social Networks.
CoRR, 2021
Causal Relational Learning.
Proceedings of the 2020 International Conference on Management of Data, 2020
Control of a Modular Multilevel Converter STATCOM under internal and external unbalances.
Proceedings of the IECON 2016, 2016
Computational prediction of origin of replication in bacterial genomes using correlated entropy measure (CEM).
Biosyst., 2015