Hi! I’m Guille

I’m a PhD student at EPFL working under the supervision of Prof. Pascal Frossard. My current research focuses on understanding deep learning by studying the complex interactions between datasets, architectures and optimization. In my work, I am providing a novel framework to design better and more reliable neural networks that exploit prior knowledge about the world.

Before starting my PhD, I lived in The Netherlands for two years, where I worked on sampling theory for tensors and network data at TU Delft. In the past, I have also spent some great time in Germany at Philips Research in Hamburg doing research on self-supervised deep learning for medical imaging. Not so long ago, I was an undergraduate student at Universidad Politecnica de Madrid, Spain.