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Kioumourtzoglou, Marianthi-Anna

  1. Accurate Uncertainty Estimation and Decomposition in Ensemble Learning
    2019/11/11 by Jeremiah Zhe Liu, Liu, Jeremiah Zhe, John Paisley +5 · 8 citations
    Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Air Quality and Health Impacts #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Matching on Generalized Propensity Scores with Continuous Exposures
    2018/12/17 by Xiao Wu, Fabrizia Mealli, Wu, Xiao +7 · 6 citations
    Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
  3. Integrated causal-predictive machine learning models for tropical cyclone epidemiology
    2020/10/21 by Nethery, Rachel C., Katz-Christy, Nina, Kioumourtzoglou, Marianthi-Anna +3 · 2 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Methodology (stat.ME)