About me
I am a PhD student in the School of Engineering at École Polytechnique Fédérale de Lausanne (EPFL) and a research assistant in the Social Computing group at Idiap Research Institute under the supervision of Prof. Daniel Gatica-Perez. I am also a member of dhCenter, the UNIL-EPFL joint center for digital humanities.
My academic research interest lies at the intersection of privacy, machine learning, and social network analysis. Currently, I work on designing privacy-preserving representation learning algorithms for large-scale graphs such as social and information networks. I contribute to the AI4media project, a European Union’s Horizon 2020 research and innovation program focusing on the next generation of ethical and trustworthy AI research to serve media and society.
News
The slides and demo notebooks for the course “An Introduction to Trustworthy Machine Learning” are available here.
Our paper “GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation” with Ali Shahin Shamsabadi, Aurélien Bellet, and Daniel Gatica-Perez has been accepted to USENIX Security Symposium (USENIX Security 2023). Our code is available on GitHub.
I will lecture an online short course on “Trustworthy Machine Learning” on 23-24 November 2022, 10:00–13:00 CET. If you are interested to attend, please drop me an email.