Differentially Private Learners for Heterogeneous Treatment EffectsInternational Conference on Learning Representations (ICLR), 2025 |
Constructing Confidence Intervals for Average Treatment Effects from Multiple DatasetsInternational Conference on Learning Representations (ICLR), 2024 |
Quantifying Aleatoric Uncertainty of the Treatment Effect: A Novel Orthogonal LearnerNeural Information Processing Systems (NeurIPS), 2024 |
Stabilized Neural Prediction of Potential Outcomes in Continuous TimeInternational Conference on Learning Representations (ICLR), 2024 |
Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy FilteringInternational Conference on Learning Representations (ICLR), 2024 |
What If We Had Used a Different App? Reliable Counterfactual KPI Analysis in Wireless SystemsIEEE Transactions on Cognitive Communications and Networking (IEEE TCCN), 2024 |