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,