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Alberto Caron
Alberto Caron
Research Associate, The Alan Turing Institute
Verified email at ucl.ac.uk - Homepage
Title
Cited by
Cited by
Year
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review
A Caron, G Baio, I Manolopoulou
Journal of the Royal Statistical Society: Series A (Statistics in Society …, 2022
372022
Shrinkage bayesian causal forests for heterogeneous treatment effects estimation
A Caron, G Baio, I Manolopoulou
Journal of Computational and Graphical Statistics 31 (4), 1202-1214, 2022
19*2022
Interpretable Deep Causal Learning for Moderation Effects
A Caron, G Baio, I Manolopoulou
ICML 2022, 2nd Interpretable Machine Learning for Healthcare Workshop, 2022
32022
Counterfactual Learning with Multioutput Deep Kernels
A Caron, G Baio, I Manolopoulou
Transaction on Machine Learning Research (TMLR), 2022
12022
Structure Learning with Adaptive Random Neighborhood Informed MCMC
X Liang, A Caron, S Livingstone, J Griffin
Advances in Neural Information Processing Systems 36, 2024
2024
Bayesian Learning in the Counterfactual World
A Caron
UCL (University College London), 2023
2023
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