Liu, Jixue
- Causal Inference with Conditional Front-Door Adjustment and Identifiable Variational Autoencoder
2023/10/03 by Ziqi Xu, Xu, Ziqi, Debo Cheng +9 · 6 citations
Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders
2023/12/12 by Debo Cheng, Ziqi Xu, Cheng, Debo +11 · 4 citations
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Statistical Methods and Inference
- Conditional Instrumental Variable Regression with Representation Learning for Causal Inference
2023/10/03 by Cheng, Debo, Xu, Ziqi, Li, Jiuyong +3 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Assessing Classifier Fairness with Collider Bias
2020/10/08 by Xu, Zhenlong, Xu, Ziqi, Liu, Jixue +5 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Causal Inference with Conditional Instruments using Deep Generative Models
2022/11/29 by Cheng, Debo, Xu, Ziqi, Li, Jiuyong +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
- Learning Conditional Instrumental Variable Representation for Causal Effect Estimation
2023/06/21 by Debo Cheng, Cheng, Debo, Ziqi Xu +9 · 1 citation
Mathematics · Computer Science · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference
- A transformer boosted UNet for smoke segmentation in complex backgrounds in multispectral LandSat imagery
2024/06/18 by Jixue Liu, Jiuyong Li, Liu, Jixue +5 · 1 citation
Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Impact of Light on Environment and Health #Infrared Target Detection Methodologies
- Is it Still Fair? A Comparative Evaluation of Fairness Algorithms through the Lens of Covariate Drift
2024/09/19 by Oscar Blessed Deho, Deho, Oscar Blessed, Michael Bewong +11 · 1 citation
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Complex Systems and Decision Making #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Supply Chain Resilience and Risk Management
- Disentangled Representation Learning for Causal Inference with Instruments
2024/12/05 by Debo Cheng, Cheng, Debo, Jiuyong Li +11 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification