Mario Villaizán-Vallelado

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Diffusion Model

Top Venues

Neural Networks

Publications

Mario Villaizán-Vallelado, Matteo Salvatori, Carlos Segura, Ioannis Arapakis
Diffusion Models for Tabular Data Imputation and Synthetic Data Generation. CoRR (2024)
Bardh Prenkaj, Mario Villaizán-Vallelado, Tobias Leemann, Gjergji Kasneci
Unifying Evolution, Explanation, and Discernment: A Generative Approach for Dynamic Graph Counterfactuals. KDD (2024)
Mario Villaizán-Vallelado, Matteo Salvatori, Belén Carro, Antonio Javier Sánchez-Esguevillas
Graph Neural Network contextual embedding for Deep Learning on tabular data. Neural Networks 173 (2024)
Bardh Prenkaj, Mario Villaizán-Vallelado, Tobias Leemann, Gjergji Kasneci
Adapting to Change: Robust Counterfactual Explanations in Dynamic Data Landscapes. CoRR (2023)
Mario Villaizán-Vallelado, Matteo Salvatori, Belén Carro Martínez, Antonio Javier Sánchez-Esguevillas
Graph Neural Network contextual embedding for Deep Learning on Tabular Data. CoRR (2023)