Pascal Frossard

Pascal Frossard is a Full Professor at the Department of Electrical Engineering in the School of Engineering (STI) at EPFL, with a courtesy appointment in the School of Computer and Communication Sciences. He founded and directs the LTS4 laboratory since 2003, co-leads the EPFL AI Center and Swiss Data Science Center, and serves as Associate Dean for Research at STI.

• Research Focus: Machine Learning, Graph Signal Processing, AI Applications in Healthcare, Computer Vision
• Academic Leadership: IEEE Fellow, ELLIS Fellow, Conference Chair roles
• Key Projects: Digital Pathology for Oncology, Cardiac Digital Twins, Robust Machine Learning

Research Interests: His work bridges signal processing, machine learning, and applied mathematics, emphasizing biomedical applications. Recent research includes adversarial robustness in classifiers, network representation learning, and 360-degree video analysis.

Scientific Awards:

• IEEE Fellow
• ELLIS Fellow
• Leadership in IEEE technical committees

Advising & Grants: Supervised 20+ PhD students and postdocs. Secured major grants from PHRT, Hasler Foundation, FNS-Sinergia, Armasuisse, Google, and Cisco.