Sergey Bartunov
I’m a senior teaching staff member at the Computer Science department of Higher School of Economics. I graduated from Lomonosov Moscow State University in 2012 and had worked at MODIS, ISP RAS before joining the Bayesian methods group and attended postgraduate school of the Dorondicyn Computing Centre.Research interests
- Bayesian nonparametric methods
- Representation learning
- Variational inference
- Natural language processing
Selected publications
- Sergey Bartunov, Dmitry Kondrashkin, Anton Osokin, Dmitry Vetrov. Breaking Sticks and Ambiguities with Adaptive Skip-gram. International Conference on Artificial Intelligence and Statistics (AISTATS), 2016 (accepted). [arxiv]
- Sergey Bartunov, Dmitry Vetrov. Variational Inference for Sequential Distance Dependent Chinese Restaurant Process. JMLR W&CP 32 (1) : 1404–1412, 2014 [pdf]
- Sergey Bartunov, Anton Korshunov, Seung-Taek Park, Wonho Ryu, Hyungdong Lee. Joint Link-Attribute User Identity Resolution in Online Social Networks. Proceedings of the 6th Workshop on Social Network Mining and Analysis, 2012. [pdf]
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