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Aleksei Shpilman
Aleksei Shpilman
Other namesAlexey Shpilman, Alexey Spilman, Alexey Shpil'man
Gazprom neft / HSE / ITMO
Verified email at shpilman.com - Homepage
Title
Cited by
Cited by
Year
Microtubules govern stress granule mobility and dynamics
ES Nadezhdina, AJ Lomakin, AA Shpilman, EM Chudinova, PA Ivanov
Biochimica et Biophysica Acta (BBA)-Molecular Cell Research 1803 (3), 361-371, 2010
1342010
Deep Multi-Agent Reinforcement Learning with Relevance Graphs
A Malysheva, TT Sung, CB Sohn, D Kudenko, A Shpilman
NIPS 2018 Deep RL Workshop, 2018
522018
Artificial Intelligence for Prosthetics: Challenge Solutions
Ł Kidziński, C Ong, SP Mohanty, J Hicks, SF Carroll, B Zhou, H Zeng, ...
The NeurIPS '18 Competition, 69-128, 2019
432019
Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World
F Laurent, M Schneider, C Scheller, J Watson, J Li, Z Chen, Y Zheng, ...
NeurIPS 2020 Competition and Demonstration Track, 275-301, 2021
252021
MAGNet: Multi-agent Graph Network for Deep Multi-agent Reinforcement Learning
A Malysheva, D Kudenko, A Shpilman
2019 XVI International Symposium" Problems of Redundancy in Information and …, 2019
222019
Minerl diamond 2021 competition: Overview, results, and lessons learned
A Kanervisto, S Milani, K Ramanauskas, N Topin, Z Lin, J Li, J Shi, D Ye, ...
NeurIPS 2021 Competitions and Demonstrations Track, 13-28, 2022
212022
Continuous Gesture Recognition from sEMG Sensor Data with Recurrent Neural Networks and Adversarial Domain Adaptation
I Sosin, D Kudenko, A Shpilman
2018 15th International Conference on Control, Automation, Robotics and …, 2018
202018
Scalable Multi-Agent Model-Based Reinforcement Learning
V Egorov, A Shpilman
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
132022
Solving black-box optimization challenge via learning search space partition for local bayesian optimization
M Sazanovich, A Nikolskaya, Y Belousov, A Shpilman
NeurIPS 2020 Competition and Demonstration Track, 77-85, 2021
132021
Traffic4cast at NeurIPS 2021-Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processes
C Eichenberger, M Neun, H Martin, P Herruzo, M Spanring, Y Lu, S Choi, ...
NeurIPS 2021 Competitions and Demonstrations Track, 97-112, 2022
122022
Using Large-Scale Anomaly Detection on Code to Improve Kotlin Compiler
T Bryksin, V Petukhov, I Alexin, S Prikhodko, A Shpilman, V Kovalenko, ...
Proceedings of the 17th International Conference on Mining Software …, 2020
112020
Lipophilicity Prediction with Multitask Learning and Molecular Substructures Representation
N Lukashina, A Alenicheva, E Vlasova, A Kondiukov, A Khakimova, ...
NeurIPS'2020 Machine Learning for Molecules Workshop, 2020
102020
Deep Learning of Cell Classification Using Microscope Images of Intracellular Microtubule Networks
A Shpilman, D Boikiy, M Polyakova, D Kudenko, A Burakov, ...
2017 16th IEEE International Conference on Machine Learning and Applications …, 2017
102017
A Comparative Evaluation of Machine Learning Methods for Robot Navigation Through Human Crowds
A Gaydashenko, D Kudenko, A Shpilman
2018 17th IEEE International Conference on Machine Learning and Applications …, 2018
92018
Practical AI Cases for Solving ESG Challenges
E Burnaev, E Mironov, A Shpilman, M Mironenko, D Katalevsky
Sustainability 15 (17), 12731, 2023
82023
Data-Driven Short-Term Daily Operational Sea Ice Regional Forecasting
T Grigoryev, P Verezemskaya, M Krinitskiy, N Anikin, A Gavrikov, ...
Remote Sensing 14 (22), 5837, 2022
82022
Self-Imitation Learning from Demonstrations
G Pshikhachev, D Ivanov, V Egorov, A Shpilman
NeurIPS'2021 Deep Reinforcement Learning Workshop, 2021
82021
Automatic generation of reviews of scientific papers
A Nikiforovskaya, N Kapralov, A Vlasova, O Shpynov, A Shpilman
2020 19th IEEE International Conference on Machine Learning and Applications …, 2020
82020
Disturbance of the radial system of interphase microtubules in the presence of excess serum in cell culture medium
EV Usova, AV Burakov, AA Shpilman, ES Nadezhdina
Biophysics 53 (6), 523-526, 2008
7*2008
Automatic recommendation of move method refactorings using clustering ensembles
T Bryksin, E Novozhilov, A Shpilman
Proceedings of the 2nd International Workshop on Refactoring, 42-45, 2018
62018
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