Harsh Parikh

Orcid: 0000-0003-1848-4990

According to our database1, Harsh Parikh authored at least 20 papers between 2015 and 2024.

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Bibliography

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

2023
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

2022
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

2021
Detecting Treatment Effect Modifiers in Social Networks.
CoRR, 2021

2020
Causal Relational Learning.
Proceedings of the 2020 International Conference on Management of Data, 2020

2016
Control of a Modular Multilevel Converter STATCOM under internal and external unbalances.
Proceedings of the IECON 2016, 2016

2015
Computational prediction of origin of replication in bacterial genomes using correlated entropy measure (CEM).
Biosyst., 2015



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