James Henderson
EPFL STI IEM LIDIAP
ELD 241 (Bâtiment ELD)
Station 11
1015 Lausanne
Website: https://idiap.epfl.ch/
EPFL › VPA › VPA-AVP-DLE › AVP-DLE-EDOC › EDEE-ENS
Teaching & PhD
PhD Students
Joan Acero Pousa, Kimia Alavi, Dina El Zein, Mojtaba Nafez, Haruki Shirakami
Past EPFL PhD Students as codirector
Melika Behjati (2024), Rabeeh Karimi Mahabadi (2023), Jan Frederik Jonas Florian Mai (2023), Andreas Thomas Marfurt (2023), Lesly Sadiht Miculicich Werlen (2021), Alireza Mohammadshahi (2023)
Courses
Deep Learning For Natural Language Processing
EE-608
This course covers advanced topics in deep learning architectures for natural language processing. The focus is on attention-based architectures, structure processing and variational-Bayesian approaches, and why these models are particularly suited to the properties of human language.