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Alexander Korotin
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Esports Athletes and Players: a Comparative Study
N Khromov, A Korotin, A Lange, A Stepanov, E Burnaev, A Somov
IEEE Pervasive Computing, 2018
382018
Wasserstein-2 generative networks
A Korotin, V Egiazarian, A Asadulaev, A Safin, E Burnaev
The 9th International Conference on Learning Representations (ICLR 2021), 2019
252019
Meta-learning for resampling recommendation systems
D Smolyakov, A Korotin, P Erofeev, A Papanov, E Burnaev
Eleventh International Conference on Machine Vision (ICMV 2018) 11041, 110411S, 2019
192019
Visual Fixations Duration as an Indicator of Skill Level in eSports
BB Velichkovsky, N Khromov, A Korotin, E Burnaev, A Somov
The 17th IFIP TC.13 International Conference on Human-Computer Interaction, 2019
182019
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization
A Korotin, L Li, J Solomon, E Burnaev
The 9th International Conference on Learning Representations (ICLR 2021), 2021
112021
Aggregating strategies for long-term forecasting
A Korotin, V V'yugin, E Burnaev
Proceedings of Machine Learning Research 91, 63-82, 2018
102018
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis
A Korotin, N Khromov, A Stepanov, A Lange, E Burnaev, A Somov
The 5th IEEE International Conference on Internet of People, 2019
92019
Adaptive Hedging under Delayed Feedback
A Korotin, V V'yugin, E Burnaev
Neurocomputing, 2019
72019
Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts
A Korotin, V V’yugin, E Burnaev
Pattern Recognition 120, 108175, 2021
6*2021
Large-scale wasserstein gradient flows
P Mokrov, A Korotin, L Li, A Genevay, JM Solomon, E Burnaev
Advances in Neural Information Processing Systems 34, 2021
52021
Manifold Topology Divergence: a Framework for Comparing Data Manifolds.
S Barannikov, I Trofimov, G Sotnikov, E Trimbach, A Korotin, A Filippov, ...
Advances in Neural Information Processing Systems 34, 2021
42021
Sensors and Game Synchronization for Data Analysis in eSports
A Stepanov, A Lange, N Khromov, A Korotin, E Burnaev, A Somov
IEEE International Conference on Industrial Informatics, 2019
42019
Topological obstructions in neural networks learning
S Barannikov, G Sotnikov, I Trofimov, A Korotin, E Burnaev
arXiv preprint arXiv:2012.15834, 2020
32020
Mixing past predictions
A Korotin, V V’yugin, E Burnaev
Conformal and Probabilistic Prediction and Applications, 171-188, 2020
22020
Barcodes as summary of objective function's topology
S Barannikov, A Korotin, D Oganesyan, D Emtsev, E Burnaev
arXiv preprint arXiv:1912.00043, 2019
2*2019
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark
A Korotin, L Li, A Genevay, JM Solomon, A Filippov, E Burnaev
Advances in Neural Information Processing Systems 34, 2021
12021
Generative Modeling with Optimal Transport Maps
L Rout, A Korotin, E Burnaev
arXiv preprint arXiv:2110.02999, 2021
12021
Online algorithm for aggregating experts’ predictions with unbounded quadratic loss
AA Korotin, VV V’yugin, EV Burnaev
Russian Mathematical Surveys 75 (5), 974, 2020
12020
Unpaired Image Super-Resolution with Optimal Transport Maps
M Gazdieva, L Rout, A Korotin, A Filippov, E Burnaev
arXiv preprint arXiv:2202.01116, 2022
2022
Wasserstein Iterative Networks for Barycenter Estimation
A Korotin, V Egiazarian, L Li, E Burnaev
arXiv preprint arXiv:2201.12245, 2022
2022
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