Jean-Marc Odobez
Senior Scientist
EPFL STI IEM LIDIAP
ELD 241 (Bâtiment ELD)
Station 11
CH-1015 Lausanne
Web site: Web site: https://idiap.epfl.ch/
EPFL > VPA > VPA-AVP-PGE > AVP-PGE-EDOC > EDEE-ENS
Teaching & PhD
Teaching
Electrical and Electronics Engineering
PhD Students
Bittar Alexandre Samuel Philippe, Boghetti Roberto, Délitroz Maxime, Gupta Anshul, Hermann Enno, Messori Elisa, Ramírez Atrio Alejandro, Sarkar Eklavya, Tafasca Samy, Tarigopula Neha, Vuillecard Pierre François Marie,Past EPFL PhD Students
Ba Silèye Oumar , Can Gülcan , Da Silva Quelhas Pedro Manuel , Fritsch Julian David , Funes Mora Kenneth Alberto , Girgin Hakan , He Weipeng , Heili Alexandre , Jaques Christian , Kulak Thibaut Antoine , Le Do Hoang Nam , Lembono Teguh Santoso , Mariani Olivia , Martinez Gonzalez Angel Noe , Roman Rangel Edgar , Sheikhi Samira , Siegfried Rémy Alain , Varadarajan Jagannadan , Yu Yu ,Courses
Machine Learning for Engineers
The objective of this course is to give an overview of machine learning techniques used for real-world applications, and to teach how to implement and use them in practice. Laboratories will be done in python using jupyter notebooks.
Perception and learning from multimodal sensors
The course will cover different aspects of multimodal processing (complementarity vs redundancy; alignment and synchrony; fusion), with an emphasis on the analysis of people, behaviors and interactions from multimodal sensor, using statistical models and deep learning as main modeling tools.