Carlos Huertas

According to our database, Carlos Huertas authored at least 8 papers between 2012 and 2024.

Collaborative distances:

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

2024

Gradient Boosting Trees and Large Language Models for Tabular Data Few-Shot Learning.

Carlos Huertas

Proceedings of the Communication Papers of the 19th Conference on Computer Science and Intelligence Systems, 2024

2023

On The Irrelevance of Machine Learning Algorithms and the Importance of Relativity.

Carlos Huertas, Qi Zhao

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2023

Efficient and Effective Uncertainty Quantification in Gradient Boosting via Cyclical Gradient MCMC.

Tian Tan, Carlos Huertas, Qi Zhao

Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023

2018

Heat Map Based Feature Ranker: In depth comparison with popular methods.

Carlos Huertas, Reyes Juárez-Ramírez, Christian Raymond

Intell. Data Anal., 2018

2015

Heat Map Based Feature Selection: A Case Study for Ovarian Cancer.

Carlos Huertas, Reyes Juárez-Ramírez

Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014

Filter feature selection performance comparison in high-dimensional data: A theoretical and empirical analysis of most popular algorithms.

Carlos Huertas, Reyes Juárez-Ramírez

Proceedings of the 17th International Conference on Information Fusion, 2014

Automated Generation of User-Interface Prototypes Based on Controlled Natural Language Description.

Reyes Juárez-Ramírez, Carlos Huertas, Sergio Inzunza

Proceedings of the IEEE 38th Annual Computer Software and Applications Conference, 2014

2012

NLARE, a natural language processing tool for automatic requirements evaluation.

Carlos Huertas, Reyes Juárez-Ramírez

Proceedings of the CUBE International IT Conference & Exhibition, 2012