Parallel Scalable Algorithms with Mixed Local-Global Strategy for Global Optimization Problems. - Konstantin Barkalov; Vasily Ryabov; Sergey V. Sidorov (MTPP, 2010)

SVM Regression Parameters Optimization Using Parallel Global Search Algorithm. - Konstantin Barkalov; Alexey Polovinkin; Iosif B. Meyerov; Sergey V. Sidorov; Nikolai Yu. Zolotykh (PaCT, 2013)

A Two-Level Parallel Global Search Algorithm for Solution of Computationally Intensive Multiextremal Optimization Problems. - Victor Gergel; Sergey V. Sidorov (PaCT, 2015)

On the Linear Separability of Random Points in the d-dimensional Spherical Layer and in the d-dimensional Cube. - Sergey V. Sidorov; Nikolai Yu. Zolotykh (IJCNN, 2019)

Linear and Fisher Separability of Random Points in the d-dimensional Spherical Layer. - Sergey V. Sidorov; Nikolai Yu. Zolotykh (IJCNN, 2020)

Linear and Fisher Separability of Random Points in the d-Dimensional Spherical Layer and Inside the d-Dimensional Cube. - Sergey V. Sidorov; Nikolai Yu. Zolotykh (Entropy, 2020)

Rosenblatt's first theorem and frugality of deep learning. - A. N. Kirdin; Sergey V. Sidorov; Nikolai Yu. Zolotykh (CoRR, 2022)

Rosenblatt's First Theorem and Frugality of Deep Learning. - Alexander Kirdin; Sergey V. Sidorov; Nikolai Yu. Zolotykh (Entropy, 2022)