Mario Villaizán-Vallelado

According to our database, Mario Villaizán-Vallelado authored at least 4 papers between 2023 and 2024.

Collaborative distances:

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

2024

Graph Neural Network contextual embedding for Deep Learning on tabular data.

Mario Villaizán-Vallelado, Matteo Salvatori, Belén Carro, Antonio Javier Sánchez-Esguevillas

Neural Networks, 2024

Diffusion Models for Tabular Data Imputation and Synthetic Data Generation.

Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura, Ioannis Arapakis

CoRR, 2024

Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals.

Bardh Prenkaj, Mario Villaizán-Vallelado, Tobias Leemann, Gjergji Kasneci

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes.

Bardh Prenkaj, Mario Villaizán-Vallelado, Tobias Leemann, Gjergji Kasneci

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023