Pablo Sánchez-Martín

According to our database, Pablo Sánchez-Martín authored at least 11 papers between 2019 and 2024.

Collaborative distances:

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

2024

Improving the interpretability of GNN predictions through conformal-based graph sparsification.

Pablo Sánchez-Martín, Kinaan Aamir Khan, Isabel Valera

CoRR, 2024

Exploring the Boundaries of Ambient Awareness in Twitter.

Pablo Sánchez-Martín, Sonja Utz, Isabel Valera

CoRR, 2024

2023

Enhancing diversity in GANs via non-uniform sampling.

Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Pérez-Cruz

Inf. Sci., August, 2023

Automatized offline and online exploration to achieve a target dynamics in biohybrid neural circuits built with living and model neurons.

Manuel Reyes-Sanchez, Rodrigo Amaducci, Pablo Sánchez-Martín, Irene Elices, Francisco de Borja Rodríguez, Pablo Varona

Neural Networks, July, 2023

Causal normalizing flows: from theory to practice.

Adrián Javaloy, Pablo Sánchez-Martín, Isabel Valera

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Variational Mixture of HyperGenerators for Learning Distributions over Functions.

Batuhan Koyuncu, Pablo Sánchez-Martín, Ignacio Peis, Pablo M. Olmos, Isabel Valera

Proceedings of the International Conference on Machine Learning, 2023

Learnable Graph Convolutional Attention Networks.

Adrián Javaloy, Pablo Sánchez-Martín, Amit Levi, Isabel Valera

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

VACA: Designing Variational Graph Autoencoders for Causal Queries.

Pablo Sánchez-Martín, Miriam Rateike, Isabel Valera

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries.

Pablo Sánchez-Martín, Miriam Rateike, Isabel Valera

CoRR, 2021

2019

Improved BiGAN training with marginal likelihood equalization.

Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Pérez-Cruz

CoRR, 2019

Out-of-Sample Testing for GANs.

Pablo Sánchez-Martín, Pablo M. Olmos, Fernando Pérez-Cruz

CoRR, 2019