Sergio M. Sarmiento-Rosales

According to our database, Sergio M. Sarmiento-Rosales authored at least 4 papers between 2024 and 2026.

Collaborative distances:

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

2026

Evolutionary Neural Architecture Search for Super-Resolution: Benchmarking SynFlow and model-based predictors.

Sergio M. Sarmiento-Rosales, Víctor Adrián Sosa-Hernández, Raúl Monroy

Swarm Evol. Comput., 2026

2025

Comparative Analysis of Performance Predictors in Multi-objective Neural Architecture Search for Single Image Super-Resolution: XGBoost Regressor and SynFlow.

Sergio M. Sarmiento-Rosales, Jesús Leopoldo Llano García, Jesper Michiel Janssen, Jesús Guillermo Falcón-Cardona, Raúl Monroy, Víctor Adrián Sosa-Hernández

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

2024

Surrogate Modeling for Efficient Evolutionary Multi-Objective Neural Architecture Search in Super Resolution Image Restoration.

Sergio M. Sarmiento-Rosales, Jesús Leopoldo Llano García, Jesús Guillermo Falcón-Cardona, Raúl Monroy, Manuel Iván Casillas del Llano, Víctor Adrián Sosa-Hernández

Proceedings of the 16th International Joint Conference on Computational Intelligence, 2024

Educational Evolutionary Neural Architecture Search for Time Series Prediction.

Martha Isabel Escalona-Llaguno, Sergio M. Sarmiento-Rosales

Proceedings of the 16th International Joint Conference on Computational Intelligence, 2024