Causal Customer Churn Analysis with Low-rank Tensor Block Hazard ModelInternational Conference on Machine Learning (ICML), 2024 |
A Meta-Learning Method for Estimation of Causal Excursion Effects to Assess Time-Varying ModerationBiometrics (Biometrics), 2023 |
Coordinated Double Machine LearningInternational Conference on Machine Learning (ICML), 2022 |
Average Adjusted Association: Efficient Estimation with High Dimensional
ConfoundersInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Estimating the Long-Term Effects of Novel TreatmentsNeural Information Processing Systems (NeurIPS), 2021 |
Regularizing Double Machine Learning in Partially Linear Endogenous
ModelsElectronic Journal of Statistics (EJS), 2021 |
Distributed Double Machine Learning with a Serverless ArchitectureInternational Conference on Performance Engineering (ICPE), 2021 |