מאמרים עם הרשאות לגישה ציבורית - Ziqi Xuלמידע נוסף
זמינים באתר כלשהו: 8
Causal Inference with Conditional Instruments using Deep Generative Models
D Cheng, Z Xu, J Li, L Liu, J Liu, TD Le
AAAI Conference on Artificial Intelligence (AAAI 2023), 7122-7130, 2023
הרשאות: Australian Research Council
Disentangled Representation for Causal Mediation Analysis
Z Xu, D Cheng, J Li, J Liu, L Liu, K Wang
AAAI Conference on Artificial Intelligence (AAAI 2023), 10666-10674, 2023
הרשאות: Australian Research Council
Disentangled Representation with Causal Constraints for Counterfactual Fairness
Z Xu, J Liu, D Cheng, J Li, L Liu, K Wang
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2023 …, 2023
הרשאות: Australian Research Council
Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
D Cheng, Z Xu, J Li, L Liu, J Liu, W Gao, TD Le
AAAI Conference on Artificial Intelligence (AAAI 2024), 11480-11488, 2024
הרשאות: Australian Research Council
Learning Conditional Instrumental Variable Representation for Causal Effect Estimation
D Cheng, Z Xu, J Li, L Liu, TD Le, J Liu
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
הרשאות: Australian Research Council
Assessing Classifier Fairness with Collider Bias
Z Xu, Z Xu, J Liu, D Cheng, J Li, L Liu, K Wang
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2022 …, 2022
הרשאות: Australian Research Council, Natural Sciences and Engineering Research …
Disentangled Latent Representation Learning for Tackling the Confounding M-Bias Problem in Causal Inference
D Cheng, Y Xie, Z Xu, J Li, L Liu, J Liu, Y Zhang, Z Feng
IEEE International Conference on Data Mining (ICDM 2023), 51-60, 2023
הרשאות: Australian Research Council
A Data-Driven Approach to Finding K for K Nearest Neighbor Matching in Average Causal Effect Estimation
T Xu, Y Zhang, J Li, L Liu, Z Xu, D Cheng, Z Feng
International Conference on Web Information Systems Engineering (WISE 2023 …, 2023
הרשאות: Australian Research Council
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