Diaz-Ordaz, Karla
- Variable importance measures for heterogeneous treatment effects
2022/04/12 by Hines, Oliver J., Diaz-Ordaz, Karla, Vansteelandt, Stijn · 3 citations
#FOS: Computer and information sciences #Methodology (stat.ME)
- On Locality of Local Explanation Models
2021/06/24 by Sahra Ghalebikesabi, Lucile Ter-Minassian, Ghalebikesabi, Sahra +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Computation (stat.CO) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Missing continuous outcomes under covariate dependent missingness in cluster randomised trials
2016/03/14 by Hossain, Anower, Diaz-Ordaz, Karla, Bartlett, Jonathan W. · 1 citation
#FOS: Computer and information sciences #Methodology (stat.ME)
- Causal-ICM: A Data Fusion Framework For Heterogeneous Treatment Effect Estimation With Multi-Task Gaussian Processes
2024/05/31 by Evangelos Dimitriou, Dimitriou, Evangelos, Edwin Fong +6 · 2 citations
Computer Science · Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #Applications (stat.AP) #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Methodology (stat.ME)
- Explainable AI for survival analysis: a median-SHAP approach
2024/01/30 by Lucile Ter-Minassian, Ter-Minassian, Lucile, Sahra Ghalebikesabi +5 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
- Optimally weighted average derivative effects
2023/08/10 by Oliver Hines, Hines, Oliver, Karla Diaz‐Ordaz +3 · 1 citation
Decision Sciences · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Optimization and Mathematical Programming #Risk and Portfolio Optimization #Statistics Theory (math.ST)