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Journal Articles
- 2022
- [j2]Iaroslav Bespalov, Nazar Buzun, Oleg Kachan, Dmitry V. Dylov
:
LAMBO: Landmarks Augmentation With Manifold-Barycentric Oversampling. IEEE Access 10: 117757-117769 (2022) - [j1]Iaroslav Bespalov
, Nazar Buzun
, Dmitry V. Dylov
:
BRULÈ: Barycenter-Regularized Unsupervised Landmark Extraction. Pattern Recognit. 131: 108816 (2022)
Conference and Workshop Papers
- 2022
- [c5]Nazar Buzun, Nikolay Shvetsov, Dmitry V. Dylov:
Strong Gaussian Approximation for the Sum of Random Vectors. COLT 2022: 1693-1715 - [c4]Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev:
Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes. NeurIPS 2022 - 2020
- [c3]Nikolay Shvetsov, Nazar Buzun, Dmitry V. Dylov
:
Unsupervised non-parametric change point detection in electrocardiography. SSDBM 2020: 19:1-19:4 - 2014
- [c2]Kyrylo Chykhradze, Anton Korshunov
, Nazar Buzun, Roman Pastukhov
, Nikolay N. Kuzyurin, Denis Turdakov
, Hangkyu Kim:
Distributed Generation of Billion-node Social Graphs with Overlapping Community Structure. CompleNet 2014: 199-208 - [c1]Nazar Buzun, Anton Korshunov
, Valeriy Avanesov
, Ilya Filonenko, Ilya Kozlov, Denis Turdakov
, Hangkyu Kim:
EgoLP: Fast and Distributed Community Detection in Billion-Node Social Networks. ICDM Workshops 2014: 533-540
Informal and Other Publications
- 2024
- [i6]Maksim Bobrin, Nazar Buzun, Dmitrii Krylov, Dmitry V. Dylov:
Align Your Intents: Offline Imitation Learning via Optimal Transport. CoRR abs/2402.13037 (2024) - [i5]Nazar Buzun, Maksim Bobrin, Dmitry V. Dylov:
ENOT: Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport. CoRR abs/2403.03777 (2024) - 2022
- [i4]Artyom Y. Sorokin, Nazar Buzun, Leonid Pugachev, Mikhail Burtsev:
Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes. CoRR abs/2207.13649 (2022) - 2021
- [i3]Iaroslav Bespalov, Nazar Buzun, Oleg Kachan, Dmitry V. Dylov:
Data Augmentation with Manifold Barycenters. CoRR abs/2104.00925 (2021) - 2020
- [i2]Nikolay Shvetsov, Nazar Buzun, Dmitry V. Dylov
:
Unsupervised non-parametric change point detection in quasi-periodic signals. CoRR abs/2002.02717 (2020) - [i1]Iaroslav Bespalov, Nazar Buzun, Dmitry V. Dylov
:
BRULÉ: Barycenter-Regularized Unsupervised Landmark Extraction. CoRR abs/2006.11643 (2020)
Coauthor Index
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