Víctor Toscano-Durán

According to our database, Víctor Toscano-Durán authored at least 6 papers between 2024 and 2025.

Collaborative distances:

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

2025

Barycentric Neural Networks and Length-Weighted Persistent Entropy Loss: A Green Geometric and Topological Framework for Function Approximation.

Víctor Toscano-Durán, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo

CoRR, September, 2025

Molecular Machine Learning Using Euler Characteristic Transforms.

Víctor Toscano-Durán, Florian Rottach, Bastian Rieck

CoRR, July, 2025

Safe and Efficient Social Navigation Through Explainable Safety Regions Based on Topological Features.

Víctor Toscano-Durán, Sara Narteni, Alberto Carlevaro, Jérôme Guzzi, Rocío González-Díaz, Maurizio Mongelli

Proceedings of the Explainable Artificial Intelligence, 2025

2024

An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning.

Víctor Toscano-Durán, Javier Perera-Lago, Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Matteo Rucco

CoRR, 2024

Topological Data Analysis for Trustworthy AI.

Víctor Toscano-Durán

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Application of the Representative Measure Approach to Assess the Reliability of Decision Trees in Dealing with Unseen Vehicle Collision Data.

Javier Perera-Lago, Víctor Toscano-Durán, Eduardo Paluzo-Hidalgo, Sara Narteni, Matteo Rucco

Proceedings of the Explainable Artificial Intelligence, 2024