Dorina Thanou

EPFL CIS
INF 332 (Bâtiment INF)
Station 14
CH-1015 Lausanne

EPFL STI IEM LTS4
ELD 241 (Bâtiment ELD)
Station 11
CH-1015 Lausanne

Web site:  Web site:  https://lts4www.epfl.ch/

EPFL SB MATH MDS1
MA C2 543 (Bâtiment MA)
Station 8
CH-1015 Lausanne

Web site:  Web site:  https://mds.epfl.ch/

vCard
Administrative data

Fields of expertise

Data science, Machine learning, Signal processing, AI for medicine and biology 

Awards

ELLIS Scholar in Geometric Deep Learning

2021

Best Student Paper Award, IEEE International Conference on Speech and Signal Processing (ICASSP).

2015

Top 10% Paper Award, IEEE International Conference in Image Processing (ICIP) .

2015

Best Paper Award, Picture Coding Symposium (PCS)

2016

Publications

Infoscience publications

Teaching & PhD

Courses

Graph representations for biology and medicine

Systems of interacting entities, modeled as graphs, are pervasive in biology and medicine. The class will cover advanced topics in signal processing and machine learning on graphs and networks, and will showcase applications of the tools in biomedicine.