These are the current active projects organized by MLJC members. If you want further information you can drop us a message
Medical AI and BCI
Welcome to the Medical AI group of the Machine Learning Journal Club!
As Artificial Intelligence pervades every branch of science, Medicine and Healthcare are widely affected. Here at the MLJC we believe AI can aid people and doctors in many ways.
We decided to start the Medical AI project to contribute to the healthcare revolution in our own way.
NLP and Social Sciences
Welcome to the NLP and Social Sciences group!
The aim of this group is to train participants on the most recent techniques in natural language processing, text analysis, scraping, network theory and machine learning on graphs.
Applying our knowledge on real-world projects is the ultimate goal of our group.
Scientific Machine Learning
Welcome to the Scientific Machine Learning group! The aim of this group is to explore techniques that combines machine learning models with numerical and physics-based simulations to tackle a wide range of problems in scientific disciplines. Some projects include embedding information from PDE systems inside ML models, modelization of dynamical systems, application to control systems, deployment on embedded electronics.
Symmetries
Welcome to the Symmetries group!
The aim of this group is to investigate topics at the intersection of:
1) Invariant and Equivariant Representations: encouraging theoretical understanding and architectural innovations in deep learning models through the use of group structure, e.g. by forming internal representations which are either invariant or equivariant to group actions.
2) Neural Manifolds: elucidating the functional role of the geometric structure present in neural dynamics
Reading Group
Welcome to the Reading group!
The aim of this group is to sharing, discover and debate scientific papers. Anyone can exhibit and present the content of an article and set up a discussion and sharing of ideas on the subject.
It is not necessary to master the topics covered in the paper neither to make some kind of keynote. The purpose is to talk about it in the most chilled way and maybe plant some seed idea to discuss deeper in other settings.