A future where AI works for everyone through cutting-edge research, education and collaboration with industry and society.
Leading the way towards trustworthy, accessible, and inclusive AI is built on the foundation of three key pillars.
Research. Ensure EPFL and Switzerland remain at the forefront, not only of AI, but also of Applied AI to other sciences.
Education. Provide an EPFL-wide coordination of AI teaching, and scalable just-in-time education for everyone.
Innovation. Connect with the Swiss private and public sectors to cultivate cutting-edge, neutral AI know-how and foster trustworthy AI.
Professor of Digital Epidemiology, Marcel Salathé works at the interface of health and computer science, with strong interests in artificial intelligence, data privacy, and digital skills training.
Beyond his scientific work, he has contributed to the development of DP3T (Decentralized Privacy-Preserving Proximity Tracing), co-founded the Applied Machine Learning Days (AMLD), and founded the EPFL Extension School.
Professor of Electrical Engineering at EPFL, Pascal Frossard is heading the LTS4 laboratory since he joined EPFL in April 2003. Before that, he was with the IBM TJ Watson Research Center at Yorktown Heights, NY, USA.
His research interests include interpretable machine learning, data science, graph signal processing, image representation and analysis, computer vision and immersive communication systems.
Name | Research areas | Lab | Faculty | |
---|---|---|---|---|
Aleksandra Radenovic |
AI for Sustainability, AI for Health, Neuromorphic computing at the edge | Laboratory of Nanoscale Biology (LBEN) | STI | |
Alexander Mathis |
Generative AI, AI for Science | Computational Neuroscience and AI (UPAMATHIS) | SV | |
Alexandre Alahi |
Foundations and Theory of AI, Generative AI, AI for Robotics, Responsible AI | Visual lntelligence for Transportation (VITA) | ENAC | |
Ali Sayed |
Foundations and Theory of AI | Adaptive Systems Laboratory (ASL) | STI | |
Amir Zamir |
Foundations and Theory of AI, Generative AI, AI for Robotics, Multimodal models, Vision models | Visual Intelligence and Learning Lab (VILAB) | IC | |
Andrea Cavallaro |
Generative AI, AI for Health, AI for Robotics, Responsible AI | L’IDIAP Laboratory (LIDIAP) | STI | |
Andrea Dunbar |
AI for Industry | Management of Technology and Entrepreneurship Institute (MTEI) | CDM | |
Anirudh Raju Natarajan |
AI for Science, AI for Sustainability | Laboratory of Materials Design and Simulation (MADES) | STI | |
Anne-Florence Bitbol |
AI for Science | Laboratory of Computational Biology and Theoretical Biophysics (UPBITBOL) | SV | |
Anne-Marie Kermarrec |
Systems for AI | Scalable Computing Systems Laboratory (SACS) | IC | |
Antoine Bosselut |
Generative AI, Responsible AI | Natural Language Processing Lab (NLP) | IC | |
Aude Billard |
AI for Science, AI for Robotics, Responsible AI | Learning Algorithms and Systems Laboratory (LASA) | STI | |
Auke Ijspeert |
AI for Robotics | Biorobotics Laboratory (BIOROB) | STI | |
Babak Falsafi |
Generative AI, AI for Sustainability, AI Systems | Parallel Systems Architecture Laboratory (PARSA) | IC | |
Boi Faltings |
Foundations and Theory of AI, Intelligent Agents | Artificial Intelligence Laboratory (LIA) | IC | |
Bruno Correia |
Generative AI, AI for Health | Laboratory of Protein Design and Immunoengineering (LPDI) | STI | |
Caglar Gulcehre |
Foundations and Theory of AI, Generative AI, AI for Science, AI for Robotics | Caglar Gulcehre Lab for AI Research (CLAIRE) | IC | |
Charlotte Bunne |
Generative AI, AI for Health | Artificial Intelligence in Molecular Medicine | IC | |
Colin Jones |
AI for Robotics, AI for Control | Automatic Control Laboratory 3 (LA3) | STI | |
Damir Filipovic |
Foundations and Theory of AI, Statistical / Machine Learning with applications in finance | Swissquote Chair in Quantitative Finance | CDM | |
Daniel Gatica-Perez |
AI for Sustainability, AI for Health, Responsible AI | L’IDIAP Laboratory (LIDIAP) | STI | |
Daniel Kressner |
Foundations and Theory of AI | Numerical Algorithms and High-Performance Computing – CADMOS Chair (ANCHP) | SB | |
Daniel Kuhn |
Foundations and Theory of AI, Responsible AI | Risk Analytics and Optimization Chair (RAO) | CDM | |
Dario Floreano |
AI for Robotics | Laboratory of Intelligent Systems (LIS) | STI | |
David Atienza |
AI for Sustainability, AI for Health, Sustainable AI (optimization of IT Infrastructure for AI/ML/DL) | Embedded Systems Laboratory (ESL) | STI | |
Devis Tuia |
AI for Sustainability | Environmental Computational Science and Earth Observation Laboratory (ECEO) | ENAC | |
Dimitri Van De Ville |
AI for Health | Medical Image Processing Laboratory (MIPLAB) | STI | |
Emmanuel Abbe |
Foundations and Theory of AI, Generative AI, AI for Science, AI for Health | Laboratory of Mathematical Data Science (MDS) | SB/IC | |
Florent Krzakala |
Foundations and Theory of AI, Generative AI, AI for Science | Information, Learning & Physics Laboratory (IDEPHICS) | STI/SB | |
Francesco Mondada |
AI for Education, AI for Robotics | Mobile Robotic Systems Group (MOBOTS) | STI | |
Giuseppe Carleo |
AI for Science | Computational Quantum Science Laboratory (CQSL) | SB | |
Jacques Fellay |
AI for Health | Human Genomics of Infection and Immunity – Fellay Lab | SV | |
Jamie Paik |
AI for Health, AI for Robotics | Reconfigurable Robotics Lab (RRL) | STI | |
Jean-Philippe Thiran |
AI for Health | Signal Processing Laboratory 5 (LTS5) | STI | |
Jérôme Baudry |
AI for Science, History, philosophy & sociology of AI | Laboratory for the History of Science and Technology (LHST) | CDH | |
Josie Hughes |
AI for Sustainability, AI for Robotics | Computational Robot Design & Fabrication Lab (CREATE-Lab) | STI | |
Jürgen Brugger |
AI for Education | Microsystems laboratory 1 (LMIS1) | STI | |
Kathryn Hess Bellwald |
Foundations and Theory of AI, AI for Science | Laboratory for Topology and Neuroscience (UPHESS) | SV | |
Kenan Zhang |
AI for smart city & mobility | Laboratory for Human-Oriented Mobility Eco-system (HOMES) | ENAC | |
Lénaïc Chizat |
Foundations and Theory of AI | Chair of Dynamics of Learning Algorithms (DOLA) | SB | |
Lenka Zdeborová |
Foundations and Theory of AI, AI for Science | Statistical Physics of Computation Laboratory (SPOC) | SB | |
Mackenzie Mathis |
Foundations and Theory of AI, Generative AI, AI for Science | Bertarelli Foundation Chair of Integrative Neuroscience (UPMWMATHIS) | SV | |
Mahsa Shoaran |
AI for Health, AI for Robotics | Integrated Neurotechnologies Laboratory (INL) | STI | |
Marcel Salathé |
AI for Health | Digital Epidemiology Lab (UPSALATHE) | SV/IC | |
Maria Brbic |
AI for Science, AI for Health | Machine Learning for Biomedicine (MLBIO) | IC/SV | |
Martin Jaggi |
Foundations and Theory of AI, Generative AI, AI for Health, Responsible AI | Machine Learning and Optimization Laboratory (MLO) | IC | |
Martin Schrimpf |
Generative AI, AI for Science | NeuroAI Lab (UPSCHRIMPF) | SV | |
Maryam Kamgarpour |
Foundations and Theory of AI | Systems Control And Multiagent Optimization Research (Sycamore) | STI | |
Mats Stensrud |
AI for Science, AI for Health, Responsible AI | Chair of Biostatistics (BIOSTAT) | SB | |
Matteo Dal Peraro |
AI for Science, AI for structural biology | Laboratory for Biomolecular Modeling (UPDALPE) | SV | |
Matthieu Wyart |
Foundations and Theory of AI, Generative AI, AI for Science | Physics of Complex Systems Laboratory (PCSL) | SB | |
Michael Gastpar |
Foundations and Theory of AI | Laboratory for Information in Networked Systems (LINX) | IC | |
Michael Herbst |
AI for Science | Mathematics for materials modelling (MatMat) | SB | |
Michaël Unser |
Foundations and Theory of AI, AI for Science, Responsible AI | Biomedical Imaging Laboratory (LIB) | STI | |
Michele Ceriotti |
AI for Science | Laboratory of Computational Science and Modelling (COSMO) | STI | |
Negar Kiyavash |
AI for Education | Chair of Business Analytics (BAN) | CDM | |
Nicolas Boumal |
Foundations and Theory of AI, Optimization algorithms and theory | Chair of Continuous Optimization (OPTIM) | SB | |
Nicolas Flammarion |
Foundations and Theory of AI, Generative AI, Responsible AI | Theory of Machine Learning Laboratory (TML) | IC | |
Olaf Blanke |
Foundations and Theory of AI, AI for Science, AI for Health | Laboratory of Cognitive Neuroscience (LNCO) | SV | |
Olga Fink |
AI for Engineering | Intelligent Maintenance and Operations Systems (IMOS) | ENAC | |
Olivier Verscheure |
AI for Science, AI for Sustainability, AI for Health | Swiss Data Science Center (SDSC) | IC | |
Paolo De Los Rios |
Generative AI, AI for Science | Laboratory of Statistical Biophysics (LBS) | SB | |
Pascal Frossard |
Foundations and Theory of AI, Generative AI, AI for Science, AI for Health, Responsible AI | Signal Processing Laboratory 4 (LTS4) | STI | |
Pascal Fua |
AI for Science | Computer Vision Laboratory (CVLAB) | IC | |
Patrick Barth |
Generative AI, AI for Science, AI for Health | Laboratory of Protein and Cell Engineering (UPBARTH) | SV | |
Patrick Thiran |
Foundations and Theory of AI, Network science | lnformation and Network Dynamics Laboratory 2 (INDY2) | IC | |
Pavan Ramdya |
AI for Science, AI for Education, AI for Robotics | Neuroengineering Laboratory (UPRAMDYA) | SV | |
Philippe Schwaller |
Generative AI, AI for Science, AI for Sustainability | Laboratory of Artificial Chemical Intelligence (LIAC) | SB | |
Pierre Dillenbourg |
AI for Education | Computer-Human Interaction Lab for Learning & Instruction (CHILI) | IC | |
Rachid Guerraoui |
Foundations and Theory of AI, Responsible AI, Privacy and Robustness of ML systems | Distributed Computing Laboratory (DCL) | IC | |
Robert West |
Generative AI, Natural Language Processing, Computational social science | Data Science Lab (DLAB) | IC | |
Sabine Süsstrunk |
Generative AI | Image and Visual Representation Laboratory (IVRL) | IC | |
Sebastian Waszak |
AI for Science, AI for Health | Laboratory of Computational Neuro-Oncology (UPWASZAK) | SV | |
Semyon Malamud |
Foundations and Theory of AI, Generative AI, AI for social and economic systems | Swiss Finance Institute (SFI-SM) | CDM | |
Silvestro Micera |
AI for Robotics, AI for neurotechnologies | Translational Neural Engineering Lab (TNE) | STI | |
Stefana Parascho |
Generative AI, AI for Robotics, AI for Robotic Construction and Design | Lab for Creative Computation (CRCL) | ENAC | |
Tanja Käser |
AI for Education | Machine Learning for Education Laboratory (ML4ED) | IC | |
Touradj Ebrahimi |
Generative AI, Responsible AI, Standardization and certification of AI | Multimedia Signal Processing Group (MMSPG) | STI | |
Vivek Subramanian |
AI for Science | Laboratory for Advanced Fabrication Technologies (LAFT) | STI | |
Volkan Cevher |
Foundations and Theory of AI, Generative AI, AI for Science, AI for Sustainability, AI for Robotics, Responsible AI | Laboratory for Information and Inference Systems (LIONS) | STI |