I am guest Scientist at the Max Planck Institute for Intelligent Systems, working with Isabel Valera for the Empirical Inference Department. I am doing a PhD in the University of Seville (Spain) focused in the application of Machine Learning to the conservation of cultural heritage.
I am interested in both the maths and statistics foundations of the algorithms and theirs applications in real data. As a guest researcher in the Max Plank Institute, I'm trying to apply generative inference in order to augment the small datasets they usually have in historical data.
I did a bachelor in Telecommunications Engineering in the University of Seville and a master degree in the same University
Deep Learning Handwritten Text Recognition Variational Auto Encoders
Our goal is to understand the principles of Perception, Action and Learning in autonomous systems that successfully interact with complex environments and to use this understanding to design future systems