Gabriel Ruiz

According to our database, Gabriel Ruiz authored at least 11 papers between 2013 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A causal fused lasso for interpretable heterogeneous treatment effects estimation.

Oscar Hernan Madrid Padilla, Yanzhen Chen, Carlos Misael Madrid Padilla, Gabriel Ruiz

J. Mach. Learn. Res., 2026

2024

Sample size planning for conditional counterfactual mean estimation with a K-armed randomized experiment.

Gabriel Ruiz

CoRR, 2024

2023

Neuroevolutionary representations for learning heterogeneous treatment effects.

Michael C. Burkhart, Gabriel Ruiz

J. Comput. Sci., 2023

2022

Plug-in Estimation Approaches to Causal Inference and Discovery

Gabriel Ruiz

PhD thesis, 2022

Sequentially learning the topological ordering of directed acyclic graphs with likelihood ratio scores.

Gabriel Ruiz, Oscar Hernan Madrid Padilla, Qing Zhou

Trans. Mach. Learn. Res., 2022

APPMAR 1.0: A Python application for downloading and analyzing of WAVEWATCH III® wave and wind data.

German Rivillas-Ospina, Diego Casas, Mauro Antonio Maza-Chamorro, Marianella Bolívar, Gabriel Ruiz, Roberto Guerrero, Jose Horrillo-Caraballo, Milton Guerrero, Karina Díaz, Roberto del Rio, Erick Campos

Comput. Geosci., 2022

Sequential Learning of the Topological Ordering for the Linear Non-Gaussian Acyclic Model with Parametric Noise.

Gabriel Ruiz, Oscar Hernan Madrid Padilla, Qing Zhou

CoRR, 2022

Neuroevolutionary Feature Representations for Causal Inference.

Michael C. Burkhart, Gabriel Ruiz

Proceedings of the Computational Science - ICCS 2022, 2022

2018

A method to Suppress Facial Expression in Posed and Spontaneous Videos.

Ghada Zamzmi, Gabriel Ruiz, Matthew Shreve, Dmitry B. Goldgof, Rangachar Kasturi, Sudeep Sarkar

CoRR, 2018

2015

Pain assessment in infants: Towards spotting pain expression based on infants' facial strain.

Ghada Zamzmi, Gabriel Ruiz, Dmitry B. Goldgof, Rangachar Kasturi, Yu Sun, Terri Ashmeade

Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015

2013

Usability Test on the Development of SIMACAE System.

Carmen Martínez, Gabriel Ruiz, Luis David Huerta-Hernández, Óscar Velasquez, Venustiano Soancatl

Res. Comput. Sci., 2013