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ORCIDAlexander Korotin
Aleksandr Korotin
Person information
- affiliation: Skolkovo Institute of Science and Technology, Russia
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2020 – today
- 2025
[c33]Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, Alexander Korotin:
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport. ICLR 2025- [i50]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Online Algorithm for Aggregating Experts' Predictions with Unbounded Quadratic Loss. CoRR abs/2501.06505 (2025) - [i49]Roman Tarasov, Petr Mokrov, Milena Gazdieva, Evgeny Burnaev, Alexander Korotin:
A Statistical Learning Perspective on Semi-dual Adversarial Neural Optimal Transport Solvers. CoRR abs/2502.01310 (2025) - [i48]Nikita Gushchin, David Li, Daniil Selikhanovych, Evgeny Burnaev, Dmitry Baranchuk, Alexander Korotin:
Inverse Bridge Matching Distillation. CoRR abs/2502.01362 (2025) - [i47]Sergei Kholkin, Ivan Butakov, Evgeny Burnaev, Nikita Gushchin, Alexander Korotin:
InfoBridge: Mutual Information estimation via Bridge Matching. CoRR abs/2502.01383 (2025) - [i46]Grigoriy Ksenofontov, Alexander Korotin:
Categorical Schrödinger Bridge Matching. CoRR abs/2502.01416 (2025) - [i45]Alexander Kolesov, Manukhov Stepan, Vladimir V. Palyulin, Alexander Korotin:
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data. CoRR abs/2502.02367 (2025) - [i44]Daniil Selikhanovych, David Li, Aleksei Leonov, Nikita Gushchin, Sergei Kushneriuk, Alexander Filippov, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin:
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation. CoRR abs/2503.13358 (2025) - [i43]Igor Udovichenko, Olivier Croissant, Anita Toleutaeva, Evgeny Burnaev, Alexander Korotin:
Risk-Averse Reinforcement Learning with Itakura-Saito Loss. CoRR abs/2505.16925 (2025) - [i42]Mikhail Persiianov, Jiawei Chen, Petr Mokrov, Alexander Tyurin, Evgeny Burnaev, Alexander Korotin:
Learning of Population Dynamics: Inverse Optimization Meets JKO Scheme. CoRR abs/2506.01502 (2025) - [i41]Manukhov Stepan, Alexander Kolesov, Vladimir V. Palyulin, Alexander Korotin:
Interaction Field Matching: Overcoming Limitations of Electrostatic Models. CoRR abs/2506.02950 (2025) - 2024
- [c32]Arip Asadulaev, Alexander Korotin, Vage Egiazarian, Petr Mokrov, Evgeny Burnaev:
Neural Optimal Transport with General Cost Functionals. ICLR 2024 - [c31]Alexander Korotin, Nikita Gushchin, Evgeny Burnaev:
Light Schrödinger Bridge. ICLR 2024 - [c30]Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev:
Energy-guided Entropic Neural Optimal Transport. ICLR 2024 - [c29]Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Light and Optimal Schrödinger Bridge Matching. ICML 2024 - [c28]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin:
Estimating Barycenters of Distributions with Neural Optimal Transport. ICML 2024 - [c27]Arip Asadulaev, Rostislav Korst, Aleksandr Korotin, Vage Egiazarian, Andrey Filchenkov, Evgeny Burnaev:
Rethinking Optimal Transport in Offline Reinforcement Learning. NeurIPS 2024 - [c26]Milena Gazdieva, Arip Asadulaev, Evgeny Burnaev, Aleksandr Korotin:
Light Unbalanced Optimal Transport. NeurIPS 2024 - [c25]Nikita Gushchin, Daniil Selikhanovych, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Adversarial Schrödinger Bridge Matching. NeurIPS 2024 - [c24]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Anastasis Kratsios, Evgeny Burnaev, Aleksandr Korotin:
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs. NeurIPS 2024 - [c23]Nikita Kornilov, Petr Mokrov, Alexander V. Gasnikov, Alexander Korotin:
Optimal Flow Matching: Learning Straight Trajectories in Just One Step. NeurIPS 2024 - [i40]Nikita Gushchin, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Light and Optimal Schrödinger Bridge Matching. CoRR abs/2402.03207 (2024) - [i39]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin:
Estimating Barycenters of Distributions with Neural Optimal Transport. CoRR abs/2402.03828 (2024) - [i38]Nikita Kornilov, Alexander V. Gasnikov, Alexander Korotin:
Optimal Flow Matching: Learning Straight Trajectories in Just One Step. CoRR abs/2403.13117 (2024) - [i37]Nikita Gushchin, Daniil Selikhanovych
, Sergei Kholkin, Evgeny Burnaev, Alexander Korotin:
Adversarial Schrödinger Bridge Matching. CoRR abs/2405.14449 (2024) - [i36]Sergei Kholkin, Grigoriy Ksenofontov, David Li, Nikita Kornilov, Nikita Gushchin, Evgeny Burnaev, Alexander Korotin:
Diffusion & Adversarial Schrödinger Bridges via Iterative Proportional Markovian Fitting. CoRR abs/2410.02601 (2024) - [i35]Mikhail Persiianov, Arip Asadulaev, Nikita Andreev, Nikita Starodubcev, Dmitry Baranchuk, Anastasis Kratsios, Evgeny Burnaev, Alexander Korotin:
Inverse Entropic Optimal Transport Solves Semi-supervised Learning via Data Likelihood Maximization. CoRR abs/2410.02628 (2024) - [i34]Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, Alexander Korotin:
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport. CoRR abs/2410.03974 (2024) - [i33]Arip Asadulaev, Rostislav Korst, Alexander Korotin, Vage Egiazarian, Andrey Filchenkov, Evgeny Burnaev:
Rethinking Optimal Transport in Offline Reinforcement Learning. CoRR abs/2410.14069 (2024) - [i32]Arip Asadulaev, Rostislav Korst, Vitalii Shutov, Alexander Korotin, Yaroslav Grebnyak, Vahe Egiazarian, Evgeny Burnaev:
Optimal Transport Maps are Good Voice Converters. CoRR abs/2411.02402 (2024) - 2023
- [c22]Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Vladislava Kontsevaya, Andrey Filchenkov:
A Minimalist Approach for Domain Adaptation with Optimal Transport. CoLLAs 2023: 1009-1024 - [c21]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Neural Optimal Transport. ICLR 2023 - [c20]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Kernel Neural Optimal Transport. ICLR 2023 - [c19]Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Extremal Domain Translation with Neural Optimal Transport. NeurIPS 2023 - [c18]Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev:
Entropic Neural Optimal Transport via Diffusion Processes. NeurIPS 2023 - [c17]Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin:
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark. NeurIPS 2023 - [i31]Milena Gazdieva, Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Extremal Domain Translation with Neural Optimal Transport. CoRR abs/2301.12874 (2023) - [i30]Maksim Nekrashevich, Alexander Korotin, Evgeny Burnaev:
Neural Gromov-Wasserstein Optimal Transport. CoRR abs/2303.05978 (2023) - [i29]Milena Gazdieva, Alexander Korotin, Evgeny Burnaev:
Partial Neural Optimal Transport. CoRR abs/2303.07988 (2023) - [i28]Petr Mokrov, Alexander Korotin, Evgeny Burnaev:
Energy-guided Entropic Neural Optimal Transport. CoRR abs/2304.06094 (2023) - [i27]Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin:
Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark. CoRR abs/2306.10161 (2023) - [i26]Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin:
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs. CoRR abs/2310.01105 (2023) - [i25]Alexander Korotin, Nikita Gushchin, Evgeny Burnaev:
Light Schrödinger Bridge. CoRR abs/2310.01174 (2023) - 2022
- [j4]Simon Abramov, Alexander Korotin, Andrey Somov, Evgeny Burnaev, Anton Stepanov, Dmitry Nikolaev, Maria A. Titova:
Analysis of Video Game Players' Emotions and Team Performance: An Esports Tournament Case Study. IEEE J. Biomed. Health Informatics 26(8): 3597-3606 (2022) - [c16]Litu Rout, Alexander Korotin, Evgeny Burnaev:
Generative Modeling with Optimal Transport Maps. ICLR 2022 - [c15]Alexander Korotin, Vage Egiazarian, Lingxiao Li, Evgeny Burnaev:
Wasserstein Iterative Networks for Barycenter Estimation. NeurIPS 2022 - [c14]Alexander Korotin, Alexander Kolesov, Evgeny Burnaev:
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NeurIPS 2022 - [i24]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Neural Optimal Transport. CoRR abs/2201.12220 (2022) - [i23]Alexander Korotin, Vage Egiazarian, Lingxiao Li, Evgeny Burnaev:
Wasserstein Iterative Networks for Barycenter Estimation. CoRR abs/2201.12245 (2022) - [i22]Milena Gazdieva, Litu Rout, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Unpaired Image Super-Resolution with Optimal Transport Maps. CoRR abs/2202.01116 (2022) - [i21]Alexander Korotin, Daniil Selikhanovych, Evgeny Burnaev:
Kernel Neural Optimal Transport. CoRR abs/2205.15269 (2022) - [i20]Arip Asadulaev, Alexander Korotin, Vage Egiazarian, Evgeny Burnaev:
Neural Optimal Transport with General Cost Functionals. CoRR abs/2205.15403 (2022) - [i19]Arip Asadulaev, Vitaly Shutov, Alexander Korotin, Alexander Panfilov, Andrey Filchenkov:
Connecting adversarial attacks and optimal transport for domain adaptation. CoRR abs/2205.15424 (2022) - [i18]Alexander Korotin, Alexander Kolesov, Evgeny Burnaev:
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? CoRR abs/2206.07767 (2022) - [i17]Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev:
Entropic Neural Optimal Transport via Diffusion Processes. CoRR abs/2211.01156 (2022) - 2021
- [j3]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Mixability of integral losses: A key to efficient online aggregation of functional and probabilistic forecasts. Pattern Recognit. 120: 108175 (2021) - [c13]Alexander Korotin, Vage Egiazarian, Arip Asadulaev, Alexander Safin, Evgeny Burnaev:
Wasserstein-2 Generative Networks. ICLR 2021 - [c12]Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev:
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization. ICLR 2021 - [c11]Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. NeurIPS 2021: 7294-7305 - [c10]Alexander Korotin, Lingxiao Li, Aude Genevay, Justin M. Solomon, Alexander Filippov, Evgeny Burnaev:
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark. NeurIPS 2021: 14593-14605 - [c9]Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin M. Solomon, Evgeny Burnaev:
Large-Scale Wasserstein Gradient Flows. NeurIPS 2021: 15243-15256 - [i16]Alexander Korotin, Lingxiao Li, Justin Solomon, Evgeny Burnaev:
Continuous Wasserstein-2 Barycenter Estimation without Minimax Optimization. CoRR abs/2102.01752 (2021) - [i15]Petr Mokrov, Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Evgeny Burnaev:
Large-Scale Wasserstein Gradient Flows. CoRR abs/2106.00736 (2021) - [i14]Alexander Korotin, Lingxiao Li, Aude Genevay, Justin Solomon, Alexander Filippov, Evgeny Burnaev:
Do Neural Optimal Transport Solvers Work? A Continuous Wasserstein-2 Benchmark. CoRR abs/2106.01954 (2021) - [i13]Serguei Barannikov, Ilya Trofimov, Grigorii Sotnikov, Ekaterina Trimbach, Alexander Korotin, Alexander Filippov, Evgeny Burnaev:
Manifold Topology Divergence: a Framework for Comparing Data Manifolds. CoRR abs/2106.04024 (2021) - [i12]Litu Rout, Alexander Korotin, Evgeny Burnaev:
Generative Modeling with Optimal Transport Maps. CoRR abs/2110.02999 (2021) - 2020
- [j2]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Adaptive hedging under delayed feedback. Neurocomputing 397: 356-368 (2020) - [c8]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Mixing past predictions. COPA 2020: 171-188 - [c7]Alexander Korotin, Anton Stepanov, Andrey Lange, Dmitry Nikolaev, Simon Abramov, Nikita Klyuchnikov, Evgeny Burnaev, Andrey Somov:
Assessment of Video Games Players and Teams Behaviour via Sensing and Heterogeneous Data Analysis: Deployment at an eSports Tournament. SmartCity360° 2020: 409-421 - [i11]Serguei Barannikov, Grigorii Sotnikov, Ilya Trofimov, Alexander Korotin, Evgeny Burnaev:
Topological obstructions in neural networks learning. CoRR abs/2012.15834 (2020)
2010 – 2019
- 2019
- [j1]Nikita Khromov, Alexander Korotin, Andrey Lange, Anton Stepanov, Evgeny Burnaev, Andrey Somov:
Esports Athletes and Players: A Comparative Study. IEEE Pervasive Comput. 18(3): 31-39 (2019) - [c6]Anton Stepanov, Andrey Lange, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Sensors and Game Synchronization for Data Analysis in eSports. INDIN 2019: 933-938 - [c5]Boris B. Velichkovsky, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Visual Fixations Duration as an Indicator of Skill Level in eSports. INTERACT (1) 2019: 397-405 - [c4]Alexander Korotin, Nikita Khromov, Anton Stepanov, Andrey Lange, Evgeny Burnaev, Andrey Somov:
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 1804-1810 - [i10]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Adaptive Hedging under Delayed Feedback. CoRR abs/1902.10433 (2019) - [i9]Boris B. Velichkovsky, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Visual Fixations Duration as an Indicator of Skill Level in eSports. CoRR abs/1906.01699 (2019) - [i8]Alexander Korotin, Nikita Khromov, Anton Stepanov, Andrey Lange, Evgeny Burnaev, Andrey Somov:
Towards Understanding of eSports Athletes' Potentialities: The Sensing System for Data Collection and Analysis. CoRR abs/1908.06403 (2019) - [i7]Anton Stepanov, Andrey Lange, Nikita Khromov, Alexander Korotin, Evgeny Burnaev, Andrey Somov:
Sensors and Game Synchronization for Data Analysis in eSports. CoRR abs/1908.06404 (2019) - [i6]Alexander Korotin, Vage Egiazarian, Arip Asadulaev, Evgeny Burnaev:
Wasserstein-2 Generative Networks. CoRR abs/1909.13082 (2019) - [i5]Serguei Barannikov, Alexander Korotin, Dmitry Oganesyan, Daniil Emtsev, Evgeny Burnaev:
Barcodes as summary of objective function's topology. CoRR abs/1912.00043 (2019) - [i4]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Integral Mixabilty: a Tool for Efficient Online Aggregation of Functional and Probabilistic Forecasts. CoRR abs/1912.07048 (2019) - 2018
- [c3]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Aggregating strategies for long-term forecasting. COPA 2018: 63-82 - [c2]Dmitry Smolyakov, Alexander Korotin, Pavel Erofeev, Artem Papanov, Evgeny Burnaev:
Meta-learning for resampling recommendation systems. ICMV 2018: 110411S - [i3]Alexander Korotin, Vladimir V'yugin, Evgeny Burnaev:
Aggregating Strategies for Long-term Forecasting. CoRR abs/1803.06727 (2018) - [i2]Nikita Khromov, Alexander Korotin, Andrey Lange, Anton Stepanov, Evgeny Burnaev, Andrey Somov:
Esports Athletes and Players: a Comparative Study. CoRR abs/1812.03200 (2018) - 2017
- [i1]Eugeny Burnaev, Alexander Korotin, Vladimir V'yugin:
Long-Term Sequential Prediction Using Expert Advice. CoRR abs/1711.03194 (2017) - 2016
- [c1]Valery Konyavskiy, Anna Epishkina, Alexander Korotin:
The Design of Integrity Monitoring and Reliability Verification System for Critical Information, Transmitted in Automatic Train Signaling System, Based on DMR-RUS Radio Channel. BICA 2016: 318-323
Coauthor Index
Evgeny Burnaev
aka: Eugeny Burnaev
aka: Eugeny Burnaev
[i50] [i49] [i48] [i47] [i44] [i43] [i42] [c32] [c31] [c30] [c29] [c28] [c27] [c26] [c25] [c24] [i40] [i39] [i37] [i36] [i35] [i33] [i32] [c21] [c20] [c19] [c18] [c17] [i31] [i30] [i29] [i28] [i27] [i26] [i25] [j4] [c16] [c15] [c14] [i24] [i23] [i22] [i21] [i20] [i18] [i17] [j3] [c13] [c12] [c11] [c10] [c9] [i16] [i15] [i14] [i13] [i12] [j2] [c8] [c7] [i11] [j1] [c6] [c5] [c4] [i10] [i9] [i8] [i7] [i6] [i5] [i4] [c3] [c2] [i3] [i2] [i1]
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