Michael Poluektov

According to our database, Michael Poluektov authored at least 11 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Construction of the Kolmogorov-Arnold networks using the Newton-Kaczmarz method.

Michael Poluektov, Andrew Polar

Mach. Learn., August, 2025

ActiveSleepLearner: Less Annotation Budget for Better Large-Scale Sleep Staging.

Qi Liu, Jie Wei, Thomas Penzel, Maarten De Vos, Yuan Zhang, Zhiyi Huang, Mikhail Poluektov, Yulan Zhu, Chenyu Li

IEEE Trans. Emerg. Top. Comput. Intell., April, 2025

2024

ESSN: An Efficient Sleep Sequence Network for Automatic Sleep Staging.

Yongliang Chen, Yudan Lv, Xinyu Sun, Mikhail Poluektov, Yuan Zhang, Thomas Penzel

IEEE J. Biomed. Health Informatics, December, 2024

2023

A new iterative method for construction of the Kolmogorov-Arnold representation.

Michael Poluektov, Andrew Polar

CoRR, 2023

2021

A deep machine learning algorithm for construction of the Kolmogorov-Arnold representation.

Andrew Polar, Michael Poluektov

Eng. Appl. Artif. Intell., 2021

Urysohn Forest for Aleatoric Uncertainty Quantification.

Andrew Polar, Michael Poluektov

CoRR, 2021

2020

Modelling non-linear control systems using the discrete Urysohn operator.

Michael Poluektov, Andrew Polar

J. Frankl. Inst., 2020

Urysohn operators as adaptive filters.

Andrew Polar, Michael Poluektov

CoRR, 2020

Modelling long-range interactions in multiscale simulations of ferromagnetic materials.

Doghonay Arjmand, Mikhail Poluektov, Gunilla Kreiss

Adv. Comput. Math., 2020

2019

Canonical block-oriented model.

Andrew Polar, Michael Poluektov

CoRR, 2019

2018

Atomistic-continuum multiscale modelling of magnetisation dynamics at non-zero temperature.

Doghonay Arjmand, Mikhail Poluektov, Gunilla Kreiss

Adv. Comput. Math., 2018