Andrés Ignacio Cristi EspinosaEnseignement et PhD Doctorant·es actuel·les Jiechen Zhang, Aruzhan Amanbayeva Cours Algorithmic game theory MGT-435 Nous étudierons des modèles mathématiques décrivant l'interaction entre les algorithmes et les comportements stratégiques. Seront abordés les concepts fondamentaux de la théorie des jeux: équilibres de Nash, prix de l'anarchie, enchères, compatibilité incitative, et apprentissage en ligne. Applied probability & stochastic processes MGT-484 Ce cours se concentr
Frank VöhringerExpertise
Environmental EconomicsEconomics of Climate ChangeComputable General Equilibrium Modeling
Enseignement et PhD A co-dirigé les thèses EPFL de Sophie Maire, Takafumi Usui Cours Models for applied environmental economics ENV-723
Elena PerazziEnseignement et PhD Cours Advanced derivatives FIN-503 Le cours couvre une série de sujets avancés dans le domaine de l'évaluation des produits dérivés. Game theory and strategic decisions MGT-300 La theorie des jeux étudie les interactions strategiques entre des agents rationnels. Elle a une myriade d'applications dans la politique, les affaires, le sport. Une de ses branches est la theorie des enchères, qui a guidé le développement d' Ebay, des enchères Google et du sprec
Anna Maria MadduxAnna M. Maddux holds a Bachelor's of Science in Mathematics and in Economics, both from the Albert-Ludwigs-University of Freiburg, as well as a Master's of Science in Statistics from ETH Zürich. In her master's thesis at the automatic control laboratory (Ifa) at ETH she developed a data-driven technique to learn the underlying utilities driving agents' behaviour in multi-agent games. Her research interests lie in the fields of game theory, optimization with a particular focus on learning in multi-agent systems.
Marc VielleMarc Vielle has obtained a PhD degree in economics from the University Panthéon-Sorbonne (Paris). He worked as an economic researcher at the Laboratoire ERASME of Ecole Centrale de Paris and Université de Paris I (1987-1992), where he developed and managed the macroeconomic model HERMES-France. In 1991 he joined the Commissariat à lEnergie Atomique (CEA) as senior economist where he participated to the development of two models (GEM-E3 and PRIMES) funded by the European Commission. In 1996 he joined the Institut dEconomie Industrielle of Toulouse directed by Jean-Jacques Laffont. In 2003 he joined the Laboratoire dEconomie des Ressources Naturelles directed by Michel Moreaux. Since 2007, Marc works at EPFL.
He is member of the GEMINI-E3 team and participates to the development of the world general equilibrium model GEMINI-E3. Marc has a strong experience in economic modeling (especially CGE modeling), quantitative analysis, energy and climate change policies. He has contributed to several research projects funded by national governments, European Commission and private companies.
Skype 'Skype Me!' buttonhttp://www.skype.com/go/skypebuttons Dario FloreanoProf. Dario Floreano is director of the Laboratory of Intelligent Systems at the Swiss Federal Institute of Technology Lausanne (EPFL). Since 2010, he is the founding director of the Swiss National Center of Competence in Robotics, a research program that brings together more than 20 labs across Switzerland. Prof. Floreano holds an M.A. in Vision, an M.S. in Neural Computation, and a PhD in Robotics. He has held research positions at Sony Computer Science Laboratory, at Caltech/JPL, and at Harvard University. His main research interests are Robotics and A.I. at the convergence of biology and engineering. Prof. Floreano made pioneering contributions to the fields of evolutionary robotics, aerial robotics, and soft robotics. He served in numerous advisory boards and committees, including the Future and Emerging Technologies division of the European Commission, the World Economic Forum Agenda Council, the International Society of Artificial Life, the International Neural Network Society, and in the editorial committee of several scientific journals. In addition, he helped spinning off two drone companies (senseFly.com and Flyability.com) and a non-for-profit portal on robotics and A.I. (RoboHub.org). Books
Manuale sulle Reti Neurali, il Mulino (in Italian), 1996 (first edition), 2006 (second edition)Evolutionary Robotics, MIT Press, 2000
Bio-Inspired Artificial Intelligence, MIT Press, 2008
Flying Insects and Robots, Springer Verlag, 2010
Anne-Florence Raphaëlle BitbolI was trained in physics, and always had a strong interest in biology. I am broadly interested in understanding biological phenomena in a quantitative way, through physical concepts and mathematical and computational tools. I investigate the relative impacts of optimization and historical contingency in biological evolution, both at the scale of protein sequences and at the scale of microbial populations.Here is my research group website.Curriculum vitae Here is my complete CV. Professional experience:Since
Nicolas Jean Philippe GuexEnseignement et PhD Cours Bioinformatic Analysis of RNA-sequencing (Fall) BIO-693(a) Due to its success, this course will take place from 1st to 5th September 2025 in room AAC 0 20.It introduces the workflows and techniques that are used for the analysis of bulk and single-cell RNA-seq data. It empowers students to understand and analyze their own data. Bioinformatic Analysis of RNA-sequencing (Spring) BIO-693(b) Methods: omics in biomedical research BIOENG-519
Imad AadMasters in Computer Networks, University of Nice Sophia-Antipolis, France. Ph.D. in Computer Networks, INRIA and Uni. Joseph Fourier, Grenoble, France.He did privacy-related research at INRIA, EPFL, docomo, Nokia, and University of Bern. Worked on applying PETs in Big Data projects at Swisscom, then privacy analysis at the Swiss Federal Data Protection and Information Commissionner (EDÖB). Now he's managing digital trust-related projects at the Center for Digital Trust, C4DT - EPFL, Switzerland.
Boris BuffoniRechercheDomaines de recherche actuels https://sma.epfl.ch/~buffoni/home.html
Enseignement et PhD Cours Analyse II MATH-106(b) Étudier les concepts fondamentaux d'analyse et le calcul différentiel et intégral des fonctions réelles de plusieursvariables. Analyse fonctionnelle I MATH-302 Concepts de base de l'analyse fonctionnelle linéaire: opérateurs bornés, opérateurs compacts, théorie spectrale pour les opérateurs symétriques et compacts, le théorème de Hahn-Banach, les théo Bryan Alexander FordEnseignement et PhD Doctorant·es actuel·les Shailesh Mishra A dirigé les thèses EPFL de Eleftherios Kokoris Kogias, Kirill Nikitin, Cristina Basescu, Enis Ceyhun Alp, Simone Colombo, Pasindu Nivanthaka Tennage, Louis-Henri Manuel Jakob Merino A co-dirigé les thèses EPFL de David Froelicher, Ludovic Barman, Georgia Fragkouli Cours Decentralized systems engineering CS-438 Un système est décentralisé lorsque son fonctionnement et sa sécurité ne dépendent d'aucune partie. Ce cours enseigne les
Volkan CevherVolkan Cevher received the B.Sc. (valedictorian) in electrical engineering from Bilkent University in Ankara, Turkey, in 1999 and the Ph.D. in electrical and computer engineering from the Georgia Institute of Technology in Atlanta, GA in 2005. He was a Research Scientist with the University of Maryland, College Park from 2006-2007 and also with Rice University in Houston, TX, from 2008-2009. Currently, he is an Associate Professor at the Swiss Federal Institute of Technology Lausanne and a Faculty Fellow in the Electrical and Computer Engineering Department at Rice University. His research interests include machine learning, signal processing theory, optimization theory and methods, and information theory. Dr. Cevher is an ELLIS fellow and was the recipient of the Google Faculty Research award in 2018, the IEEE Signal Processing Society Best Paper Award in 2016, a Best Paper Award at CAMSAP in 2015, a Best Paper Award at SPARS in 2009, and an ERC CG in 2016 as well as an ERC StG in 2011.
