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. In particular, I am interested in non-asymptotic results of convergence of both continuous and discretized Langevin dynamics.

News

Currently looking for a Postdoc Position.


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"
Presented a poster - Joint Structures and Common Foundations of Statistical Physics, Information Geometry and Inference for Learning (SPIGL'20), 26th July to 31st July 2020, Les Houches, France

Check out my Google Scholar account.