Carlos Huertas

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 3

Top Topics

Gradient Boosting

High Dimensional Datasets

Machine Learning

Top Venues

COMPSAC Workshops

EvoApplications

Publications

Tian Tan, Carlos Huertas, Qi Zhao
Efficient and Effective Uncertainty Quantification in Gradient Boosting via Cyclical Gradient MCMC. SafeAI@AAAI (2023)
Carlos Huertas, Qi Zhao
On The Irrelevance of Machine Learning Algorithms and the Importance of Relativity. ICME Workshops (2023)
Carlos Huertas, Reyes Juárez-Ramírez, Christian Raymond
Heat Map Based Feature Ranker: In depth comparison with popular methods. Intell. Data Anal. 22 (5) (2018)
Carlos Huertas, Reyes Juárez-Ramírez
Heat Map Based Feature Selection: A Case Study for Ovarian Cancer. EvoApplications (2015)
Reyes Juárez-Ramírez, Carlos Huertas, Sergio Inzunza
Automated Generation of User-Interface Prototypes Based on Controlled Natural Language Description. COMPSAC Workshops (2014)
Carlos Huertas, Reyes Juárez-Ramírez
Filter feature selection performance comparison in high-dimensional data: A theoretical and empirical analysis of most popular algorithms. FUSION (2014)
Carlos Huertas, Reyes Juárez-Ramírez
NLARE, a natural language processing tool for automatic requirements evaluation. CUBE (2012)