Alexander Kolesov

Researcher, Applied AI Institute

Joined

September 2021

Names

Alexander Kolesov (Preferred)

Emails

****@skoltech.ru (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Career & Education History

Researcher

Applied AI Institute (applied-ai.ru)

2024 – Present

PhD student

The Skolkovo Institute of Science and Technology (skoltech.ru)

2022 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Interaction Field Matching: Overcoming Limitations of Electrostatic Models
S. I. Manukhov, Alexander Kolesov, V.V. Palyulin, Alexander Korotin
- ICLR 2026 Poster
- Readers: Everyone
Electric Currents for Discrete Data Generation
Alexander Kolesov, S. I. Manukhov, V.V. Palyulin, Alexander Korotin
- Submitted to ICLR 2026
- Readers: Everyone
Field Matching: an Electrostatic Paradigm to Generate and Transfer Data
Alexander Kolesov, S. I. Manukhov, Vladimir Vladimirovich Palyulin, Alexander Korotin
- ICML 2025 poster
- Readers: Everyone
Robust Barycenter Estimation using Semi-Unbalanced Neural Optimal Transport
Milena Gazdieva, Jaemoo Choi, Alexander Kolesov, Jaewoong Choi, Petr Mokrov, Alexander Korotin
- ICLR 2025 Poster
- Readers: Everyone
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Anastasis Kratsios, Evgeny Burnaev, Alexander Korotin
- NeurIPS 2024 spotlight
- Readers: Everyone
Estimating Barycenters of Distributions with Neural Optimal Transport
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin
- ICML 2024 Poster
- Readers: Everyone
Energy-guided Entropic Neural Optimal Transport
Petr Mokrov, Alexander Korotin, Alexander Kolesov, Nikita Gushchin, Evgeny Burnaev
- ICLR 2024 poster
- Readers: Everyone
Energy-Guided Continuous Entropic Barycenter Estimation for General Costs
Alexander Kolesov, Petr Mokrov, Igor Udovichenko, Milena Gazdieva, Gudmund Pammer, Evgeny Burnaev, Alexander Korotin
- Submitted to ICLR 2024
- Readers: Everyone
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
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
Entropic Neural Optimal Transport via Diffusion Processes
Nikita Gushchin, Alexander Kolesov, Alexander Korotin, Dmitry P. Vetrov, Evgeny Burnaev
- NeurIPS 2023 oral
- Readers: Everyone

View all 15 publications