About me

My name is Avetik Karagulyan. I am a third year Ph.D. student at Center of Research in Economics and STatistics (CREST), Paris under the supervision of professor Arnak Dalalyan. In 2018, I received my MSc Mathematics, Vision, Learning (MVA) diploma at ENS Paris-Saclay with highest honors (mention "très bien"). I graduated from Yerevan State University's faculty of Mathematics and Mechanics in 2017 with excellence.

The topic of my research is the problem of sampling with Langevin algorithm. I mainly focus on non-asymptotic bounds for convergence of both continuous and discretized Langevin dynamics.

News

Currently looking for a Postdoc Position.


Talk at the Meetings in Mathematical Statistics 2020: "Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets.
Our paper got accepted to NeurIPS 2020 - Karagulyan, Avetik and Arnak S. Dalalyan. "Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets"

Check out my Google Scholar account.