Sanchez-Martin, Pablo

1. VACA: Design of Variational Graph Autoencoders for Interventional and Counterfactual Queries
   2021/10/27 by Pablo Sánchez‐Martín, Miriam Rateike, Sanchez-Martin, Pablo +4 · 4 citations
   Computer Science · Mathematics · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. Improving the interpretability of GNN predictions through conformal-based graph sparsification
   2024/04/18 by Pablo Sánchez-Martín, Sanchez-Martin, Pablo, Kinaan Aamir Khan +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI) #Topic Modeling
3. Variational Mixture of HyperGenerators for Learning Distributions Over Functions
   2023/02/13 by Batuhan Koyuncu, Koyuncu, Batuhan, Pablo Sánchez‐Martín +7 · 1 citation
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)