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Gradient-based Methods for Deep Model Interpretability by Maxime Bourlard — published Nov 18, 2021 — filed under: Machine Learning

In his research work, Idiap student, Suraj Srinivas proposes gradient-based methods for characterizing model behavior for the purposes of knowledge transfer ...

Located in Research / Machine Learning / Machine Learning Group News

Two Idiap PhD students awarded with an EPFL prize by Maxime Bourlard — published Dec 15, 2021 — last modified Dec 21, 2021 09:38 AM — filed under: Machine Learning

Suraj Srinivas and Weipeng He received the 2021 PhD Thesis Distinction in Electrical Engineering by the EPFL.

Located in Research / Machine Learning / Machine Learning Group News

Damien Teney receives an Amazon Research Award by nicolas-filippov — published Feb 14, 2023 — last modified Feb 14, 2023 05:24 PM — filed under: Machine Learning

The last cycle of Amazon Research Awards announced 26 awards recipients. Among them, Damien Teney was selected for his project to improve machine learning ...

Located in Research / Machine Learning / Machine Learning Group News

New SNSF, EU and regional funding secured by admin — published Apr 13, 2026 — last modified Apr 13, 2026 11:22 AM — filed under: Human-centered AI, Robot Learning and Interaction, Biometric Person Recognition, Speech Processing, Human-Centered Health AI, Machine Learning, Ai for Trust

The Institute has secured significant new competitive funding at national and European levels, reaffirming the excellence of its research in a challenging ...

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