I am a postdoc at Universitat de Valencia, in the Image and Signal Processing Group.
research interests
- uncertainty quantification
- probabilistic graphical models
- graphical models for dynamical systems
- staged event trees and chain event graphs
- causality and causal discovery from spatio-temporal data
- applications for the Earth sciences
news
01 Mar 2023
Paper accepted at AISTATS2023
05 Feb 2022
The accompanying paper of the stagedtrees R
package has been published in the Journal of Statistical Software url.
10 Jul 2021
A new minor version of the stagedtrees package is available
on CRAN.
03 Dec 2020
A major update of stagedtrees (v2.0.0) is available on CRAN.
15 Apr 2020
Preprint describing stagedtrees is available on arxiv.
25 Feb 2020
Causal structure learning from time series: Large regression coefficients may predict causal links better in practice than small p-values arxiv.
27 Jan 2020
Presenting work on Graphical continuous Lyapunov models and nice talk and tutorial on our R package stagedtrees by Federico Carli.
13 Jan 2020
The new version of the R-package stagedtrees is available on CRAN.
18 Dec 2019
With an average AUC-ROC score of 0.917 our CoCaLa Team won the Causality 4 Climate NeurIPS competition. You can find our code here. And watch the recording of the NeurIPS session.