Caron, Alberto

1. Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review
   2020/09/14 by Alberto Caron, Caron, Alberto, Gianluca Baio +3 · 3 citations
   Health Professions · Mathematics · #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Food Security and Health in Diverse Populations #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME)
2. Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation
   2021/02/12 by Alberto Caron, Gianluca Baio, Caron, Alberto +3 · 1 citation
   Mathematics · Computer Science · #Statistical Methods and Inference #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference
3. Entity-based Reinforcement Learning for Autonomous Cyber Defence
   2024/10/23 by Thompson, Isaac Symes, Caron, Alberto, Hicks, Chris +1 · 2 citations
   #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Structure Learning with Adaptive Random Neighborhood Informed MCMC
   2023/11/01 by Alberto Caron, Xitong Liang, Caron, Alberto +5 · 1 citation
   Chemistry · Computer Science · #Computation (stat.CO) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Mass Spectrometry Techniques and Applications