Welcome to the Data Analytics Lab, part of the Department of Computer Science . The research focus of our lab is on modern machine learning models, in particular deep learning, which is at the core of many recent successes in data science and artificial intelligence. More specifically, we work on the following research topics:

  • (1) Theory of deep learning.
  • (2) Machine learning inspired by natural intelligence and neurobiology.
  • (3) Deep learning for the sciences, with an emphasis on astrophysics.

Featured Publications
Current Lectures
Deep LearningLecture
Latest News
ETH Medal for outstanding doctoral thesis for Antonio Orvieto03.12.2024

We are delighted to announce that Antotio Orvieto has received an ETH Medal for his outstanding dissertation. Congratulations Antonio! See details here.

Google PhD Fellowship for Lorenzo Noci18.11.2024

We are delighted to announce that our PhD student Lorenzo Noci has been awarded the prestigious Google PhD Fellowship! This remarkable achievement acknowledges his work on advancing the field of deep learning. Congratulations, Lorenzo! See details here.