Aleksei Shpilman

Assistant Professor, Higher School of Economics

Joined

July 2019

Names

Aleksei Shpilman (Preferred)

Emails

****@shpilman.com (Confirmed)

Personal Links

Career & Education History

Assistant Professor

Higher School of Economics (hse.ru)

2018 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

KompeteAI: Accelerated Autonomous Multi-Agent System for End-to-End Pipeline Generation for Machine Learning Problems
Stepan Kulibaba, Artem Dzhalilov, Roman Pakhomov, Oleg Svidchenko, Alexander Gasnikov, Aleksei Shpilman
- Submitted to ICLR 2026
- Readers: Everyone
AI-powered platform for scientific discovery
Vladislav Trifonov, Iaroslav Kononov, Daniil Sherki, Oleg Svidchenko, Aleksei Shpilman, Ekaterina Muravleva
- AI4X 2025 Poster
- Readers: Everyone
Self-Imitation Learning from Demonstrations
Georgiy Pshikhachev, Dmitry Ivanov, Vladimir Egorov, Aleksei Shpilman
- 12 Oct 2021 (modified: 12 Oct 2025)
- Deep RL Workshop NeurIPS 2021
- Readers: Everyone
Maximum Entropy Model-based Reinforcement Learning
Oleg Svidchenko, Aleksei Shpilman
- 12 Oct 2021 (modified: 05 May 2023)
- Deep RL Workshop NeurIPS 2021
- Readers: Everyone
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled Data
Farid Bagirov, Dmitry Ivanov, Aleksei Shpilman
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone
Automated Refactoring of Object-Oriented Code Using Clustering Ensembles
Timofey Bryksin, Alexey Shpilman, Daniel Kudenko
- 2018 (modified: 02 Mar 2020)
- AAAI Workshops 2018
- Readers: Everyone

Co-Authors