Ares Fabregat-Hernández

According to our database, Ares Fabregat-Hernández authored at least 4 papers between 2022 and 2025.

Collaborative distances:

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

2025

Transparent Semantic Spaces: A Categorical Approach to Explainable Word Embeddings.

Ares Fabregat-Hernández, Javier Palanca, Vicent J. Botti

CoRR, August, 2025

A detailed analysis of the interpretability of Convolutional Neural Networks for text classification.

Maite Giménez, Ares Fabregat-Hernández, Raül Fabra-Boluda, Javier Palanca, Vicent J. Botti

Log. J. IGPL, 2025

2023

Exploring explainable AI: category theory insights into machine learning algorithms.

Ares Fabregat-Hernández, Javier Palanca, Vicent J. Botti

Mach. Learn. Sci. Technol., December, 2023

2022

A Fine-Grained Study of Interpretability of Convolutional Neural Networks for Text Classification.

Maite Giménez, Ares Fabregat-Hernández, Raül Fabra-Boluda, Javier Palanca, Vicent J. Botti

Proceedings of the Hybrid Artificial Intelligent Systems - 17th International Conference, 2022