Leo Guelman

According to our database, Leo Guelman authored at least 6 papers between 2012 and 2026.

Collaborative distances:

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

2026

Causal EpiNets: Precision-corrected Bounds on Individual Treatment Effects using Epistemic Neural Networks.

Gandharv Patil, Keyi Tang, Raquel Aoki, Leo Guelman

CoRR, May, 2026

2015

A decision support framework to implement optimal personalized marketing interventions.

Leo Guelman, Montserrat Guillén, Ana Maria Pérez-Marín

Decis. Support Syst., 2015

Uplift Random Forests.

Leo Guelman, Montserrat Guillén, Ana Maria Pérez-Marín

Cybern. Syst., 2015

2014

A causal inference approach to measure price elasticity in Automobile Insurance.

Leo Guelman, Montserrat Guillén

Expert Syst. Appl., 2014

2012

Gradient boosting trees for auto insurance loss cost modeling and prediction.

Leo Guelman

Expert Syst. Appl., 2012

Random Forests for Uplift Modeling: An Insurance Customer Retention Case.

Leo Guelman, Montserrat Guillen, Ana Maria Pérez-Marín

Proceedings of the Modeling and Simulation in Engineering, Economics and Management, 2012