Machine Learning
and
Knowledge Discovery

The mission of the Machine Learning and Knowledge Discovery (MLKD) group is to advance the state of the art in machine learning and its applications, in medical imaging, natural language processing and sequential decision making.

Areas of interest include learning theory, deep learning, convolutional neural networks, computer vision, reinforcement learning, supervised and self-supervised learning, attention and self-attention mechanisms, and computational biology, among others. ​