Geometry-Aware Instrumental Variable RegressionInternational Conference on Machine Learning (ICML), 2024 |
Posterior Sampling Based on Gradient Flows of the MMD with Negative
Distance KernelInternational Conference on Learning Representations (ICLR), 2023 |
Understanding Deep Generative Models with Generalized Empirical
LikelihoodsComputer Vision and Pattern Recognition (CVPR), 2023 |
Estimation Beyond Data Reweighting: Kernel Method of MomentsInternational Conference on Machine Learning (ICML), 2023 |
Kernel Conditional Moment Constraints for Confounding Robust InferenceInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |