Dominici, Francesca

1. Environmental Burden of United States Data Centers in the Artificial Intelligence Era
   2024/11/14 by Gianluca Guidi, Francesca Dominici, Guidi, Gianluca +11 · 5 voices · 6 citations
   Computer Science · #cs.CY
2. Causal Rule Ensemble: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
   2020/09/18 by Falco J. Bargagli-Stoffi, Bargagli-Stoffi, Falco J., Cadei, Riccardo +4 · 5 citations
   Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Bayesian Inference
3. E(n) Equivariant Topological Neural Networks
   2024/05/24 by Claudio Battiloro, Ege Karaismailoğlu, Battiloro, Claudio +9 · 9 citations
   Computer Science · #Neural Networks and Applications
4. 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
5. Confounder-Dependent Bayesian Mixture Model: Characterizing Heterogeneity of Causal Effects in Air Pollution Epidemiology
   2023/02/22 by Dafne Zorzetto, Falco J. Bargagli-Stoffi, Zorzetto, Dafne +5 · 2 citations
   Environmental Science · Mathematics · #Air Quality and Health Impacts #Advanced Causal Inference Techniques #Statistical Methods and Bayesian Inference
6. An Instrumental Variables Framework to Unite Spatial Confounding Methods
   2024/11/15 by Sophie M. Woodward, Mauricio Tec, Woodward, Sophie M. +3 · 3 citations
   Decision Sciences · Economics, Econometrics and Finance · #FOS: Computer and information sciences #Methodology (stat.ME) #Spatial and Panel Data Analysis #demographic modeling and climate adaptation
7. Causal Inference in high dimensions: A marriage between Bayesian\n modeling and good frequentist properties
   2018/05/13 by Joseph Antonelli, Georgia Papadogeorgou, Antonelli, Joseph +3 · 1 citation
   Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Methodology (stat.ME) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
8. Discovering Effect Modification and Randomization Inference in Air Pollution Studies
   2018/02/19 by Kwonsang Lee, Lee, Kwonsang, Dylan S. Small +3 · 1 citation
   Economics, Econometrics and Finance · Environmental Science · Mathematics · #Advanced Causal Inference Techniques #Air Quality and Health Impacts #Applications (stat.AP) #Economic and Environmental Valuation #FOS: Computer and information sciences #Methodology (stat.ME)
9. A Bayesian Gaussian Process for Estimating a Causal Exposure Response Curve in Environmental Epidemiology
   2021/05/07 by Boyu Ren, Ren, Boyu, Xiao Wu +7 · 1 citation
   Environmental Science · Mathematics · #Advanced Causal Inference Techniques #Air Quality and Health Impacts #Applications (stat.AP) #FOS: Computer and information sciences #Health, Environment, Cognitive Aging #Methodology (stat.ME)
10. Rule-Bottleneck Reinforcement Learning: Joint Explanation and Decision Optimization for Resource Allocation with Language Agents
    2025/02/15 by Tec, Mauricio, Xiong, Guojun, Wang, Haichuan +2 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
11. Towards a Health-Based Power Grid Optimization in the Artificial Intelligence Era
    2024/10/11 by Claudio Battiloro, Battiloro, Claudio, G. M. Guidi +5 · 1 citation
    Engineering · #Advanced Battery Technologies Research #Applications (stat.AP) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #FOS: Electrical engineering #Signal Processing (eess.SP) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
12. Higher-Order Topological Directionality and Directed Simplicial Neural Networks
    2024/09/12 by Manuel Lecha, Lecha, Manuel, Andrea Cavallo +7 · 2 citations
    Computer Science · Engineering · #Advanced Numerical Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Topological and Geometric Data Analysis