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.