Michael Soumm
About
Michael Soumm is from Massy, Île-de-France, France. Michael is currently PhD Candidate at CEA List, located in Palaiseau, Île-de-France, France.
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Michael Soumm's current jobs
Thesis topic: Image-based recommender systems with Deep Learning Developing new algorithms leveraging user images to enhance collaborative filtering. The information contained in the user data allows for a more complete profile and tackles the cold-start user problem. Created algorithms will be made public to allow for a better user understanding of their data usage, and privacy issues will be studied through the prism of Federated Learning and Differential Privacy. - Created a novel dataset for this task: Vis2Rec (published in WACV 2023)