Alberto Caron

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Regression Model

Conditional Independence

Structure Learning

Top Venues

J. Comput. Graph. Stat.

Trans. Mach. Learn. Res.

Publications

Alberto Caron, Chris Hicks, Vasilios Mavroudis
A View on Out-of-Distribution Identification from a Statistical Testing Theory Perspective. CoRR (2024)
Alberto Caron, Xitong Liang, Samuel Livingstone, Jim Griffin
Structure Learning with Adaptive Random Neighborhood Informed MCMC. CoRR (2023)
Xitong Liang, Alberto Caron, Samuel Livingstone, Jim E. Griffin
Structure Learning with Adaptive Random Neighborhood Informed MCMC. NeurIPS (2023)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Interpretable Deep Causal Learning for Moderation Effects. CoRR (2022)
Alberto Caron, Ioanna Manolopoulou, Gianluca Baio
Counterfactual Learning with Multioutput Deep Kernels. Trans. Mach. Learn. Res. 2022 (2022)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation. J. Comput. Graph. Stat. 31 (4) (2022)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Counterfactual Learning with Multioutput Deep Kernels. CoRR (2022)
Alberto Caron, Gianluca Baio, Ioanna Manolopoulou
Sparse Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation. CoRR (2021)
Alberto Caron, Ioanna Manolopoulou, Gianluca Baio
Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review. CoRR (2020)