About me
I am a deep learning researcher at Bayesian Methods Research Group
supervised by Prof. Dmitry Vetrov.
I work as a research fellow at
Samsung AI Laboratory of the
Higher School of Economics.
At HSE, I also teach machine learning to Bachelor and Master students.
During last three years, I've been one of the main organizers of the
Summer School on Deep Learning and Bayesian Methods.
News
- 10 Oct 2020 » Our paper
On Power Laws in Deep Ensembles
was accepted as a spotlight to
NeurIPS 2020!
- 11 Feb 2020 » We with Ekaterina Lobacheva presented our paper
Structured Ssparsification of Gated RNNs at
AAAI Conference on Artificial Intelligence
in New York, USA (presentation,
poster)
- 12 Dec 2019 » I presented our paper
Structured sparsification of Gated RNNs at
NeurIPS Workshop on Context and Compositionality in Biological and Artificial Neural Systems
in Vancouver, Canada
- 4 Dec 2019 » I gave a lecture on Bayesian neural networks at
Machine Learning and Applications to Physics
workshop in Madrid, Spain
- 25 Aug 2019 » We organized the third
Deep|Bayes summer school.
- 4 Jul 2019 » I gave
lecture
and seminar
on Bayesian neural networks at the
Fifth Machine Learning in High Energy Physics Summer School in Hamburg, Germany
- 26 Jun 2019 » I took part in
Google NLP summit in Zurich, Switzerland
- 7 Jun 2019 » I gave a
tutorial on Bayesian sparsification of neural networks at
Probabilistic AI summer school in Trondheim, Norway (
video )
- 7 Dec 2018 » I gave a contributed
talk presenting our paper
Bayesian Sparsification of Gated RNNs at NeurIPS
Workshop on Compact Deep Neural Networks with industrial applications, Montreal, Canada
- 3 Nov 2018 » We presented our paper
Bayesian Compression for Natural Language Processing at
EMNLP 2018, Brussels, Belgium
- 1 Sep 2018 » We organized the second
Summer school on deep learning and Bayesian methods in Moscow, Russia. I was one of the main organizers
- 30 Aug 2017 » Our research group organized the first
Summer school on deep learning and Bayesian methods in Moscow, Russia. We with
Kate Lobacheva ran all the organization
- 10 Aug 2017 » We presented our paper
Bayesian Sparsification of Recurrent Neural Networks at
ICML Workshop on Learning to Generate Natural Language,
Sydney, Australia
- 14 Oct 2016 » Our paper
Additive regularization for hierarchical multimodal topic modeling was published in
Journal on machine learning and data analysis. I gave a
talk presenting it at the
11th International Conference on Intelligent Data Processing
in Barcelona, Spain