People

Pablo Sánchez

​Saarland Informatics Campus
Building E1 1, Room 2.22.1

E: sanchez@cs.uni-saarland.de

About me

I started my PhD in September 2019, supervised by Prof. Valera & Prof. Sonja Utz (from Leibniz-Institut für Wissensmedien). I am also part of the International Max Planck Research School for Intelligent Systems (IMPRS-IS) PhD program. 

Broadly speaking, my research is focused on building machine learning methods for the analysis of real world data. I am specially focused on (social) network data, such as Twitter. Apart from handling real world data, I also want these model to give predictions that i) people can understand and ii) are are able to work under unexpected settings. Thus, interpretability and robustness are two research topics I am very interested about. 

 

Publications

2021

Sánchez-Martín, Pablo; Rateike, Miriam; Valera, Isabel

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

In: CoRR, vol. abs/2110.14690, 2021.

Links | BibTeX

2019

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

Out-of-Sample Testing for GANs Journal Article

In: CoRR, vol. abs/1901.09557, 2019.

Links | BibTeX

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

Improved BiGAN training with marginal likelihood equalization Journal Article

In: CoRR, vol. abs/1911.01425, 2019.

Links | BibTeX