Alberto Caron

According to our database, Alberto Caron authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A View on Out-of-Distribution Identification from a Statistical Testing Theory Perspective.

Alberto Caron, Chris Hicks, Vasilios Mavroudis

CoRR, 2024

Entity-based Reinforcement Learning for Autonomous Cyber Defence.

Isaac Symes Thompson, Alberto Caron, Chris Hicks, Vasilios Mavroudis

Proceedings of the Workshop on Autonomous Cybersecurity, 2024

2023

Structure Learning with Adaptive Random Neighborhood Informed MCMC.

Xitong Liang, Alberto Caron, Samuel Livingstone, Jim E. Griffin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Shrinkage Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation.

Alberto Caron, Gianluca Baio, Ioanna Manolopoulou

J. Comput. Graph. Stat., October, 2022

Counterfactual Learning with Multioutput Deep Kernels.

Alberto Caron, Ioanna Manolopoulou, Gianluca Baio

Trans. Mach. Learn. Res., 2022

Interpretable Deep Causal Learning for Moderation Effects.

Alberto Caron, Gianluca Baio, Ioanna Manolopoulou

CoRR, 2022

2021

Sparse Bayesian Causal Forests for Heterogeneous Treatment Effects Estimation.

Alberto Caron, Gianluca Baio, Ioanna Manolopoulou

CoRR, 2021

2020

Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review.

Alberto Caron, Ioanna Manolopoulou, Gianluca Baio

CoRR, 2020