I am a 2nd year PhD student at INRIA Paris (Sierra Project-team) working under the supervision of Umut Simsekli and Alain Durmus.

Before that, I obtained an MSc in Mathematics from the University of Oxford, and a BSc/MSc from Ecole Polytechnique. More information about professional and academic experiences can be found in my CV.

Publications

Piecewise deterministic generative models

Bertazzi, A., Shariatian, D., Durmus, A.O., Simsekli, U., & Moulines, É. (2024). Piecewise deterministic generative models. Neurips24

Denoising Levy Probabilistic Models (DLPM)

Shariatian, D., Simsekli, U., & Durmus, A.O. (2024). Denoising Lévy Probabilistic Models. ArXiv, abs/2407.18609.