Alexander Kolesov

According to our database, Alexander Kolesov authored at least 8 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport.

Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, Alexander Korotin

CoRR, 2024

Estimating Barycenters of Distributions with Neural Optimal Transport.

Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Energy-guided Entropic Neural Optimal Transport.

Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Energy-Guided Continuous Entropic Barycenter Estimation for General Costs.

Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin

CoRR, 2023

Building the Bridge of Schrödinger: A Continuous Entropic Optimal Transport Benchmark.

Nikita Gushchin, Alexander Kolesov, Petr Mokrov, Polina Karpikova, Andrei Spiridonov, Evgeny Burnaev, Alexander Korotin

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Entropic Neural Optimal Transport via Diffusion Processes.

Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?

Alexander Korotin, Alexander Kolesov, Evgeny Burnaev

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Decentralized Langevin Dynamics over a Directed Graph.

Alexander Kolesov, Vyacheslav Kungurtsev

CoRR, 2021