We are actively responding to the global COVID-19 pandemic. For more, please visit our COVID-19 response page, or call 1-877-436-3683. See the latest update on Actemra® (tocilizumab) supply here.

Andreas Loukas - Principal Scientist and ML lead (EU), Prescient Design

Andreas Loukas

Principal Scientist and ML lead (EU), Prescient Design

"I am a computer science researcher and graph enthusiast."
4
Awards & Honors

My work focuses on the foundations and applications of machine learning to structured problems. I aim to find ways to exploit (graph, constraint, group) information, with the ultimate goal of designing algorithms that can learn from fewer data. I am also fascinated by the theoretical analysis of neural networks and in using them to solve hard bioengineering problems (especially protein design).

I obtained my Ph.D. in computer science from TU Delft in 2015 and pursued postdoctoral studies at TU Berlin and EPFL. I became an SNSF Ambizione fellow at EPFL in 2018 and an Assistant Professor at the Computer Science department of the University of Luxembourg in 2021. I joined Genentech/Roche in 2022.

Featured Publication

What graph neural networks cannot learn: depth vs width.

ICLR 2020.

A. Loukas.