$(1 + varepsilon)$-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets. - Maxim Borisyak; Artem Ryzhikov; Andrey Ustyuzhanin; Denis Derkach; Fedor Ratnikov; Olga Mineeva (CoRR, 2019)

Normalizing flows for deep anomaly detection. - Artem Ryzhikov; Maxim Borisyak; Andrey Ustyuzhanin; Denis Derkach (CoRR, 2019)

Variational Dropout Sparsification for Particle Identification speed-up. - Artem Ryzhikov; Denis Derkach; Mikhail Hushchyn (CoRR, 2020)

(1 + epsilon)-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data Sets. - Maxim Borisyak; Artem Ryzhikov; Andrey Ustyuzhanin; Denis Derkach; Fedor Ratnikov; Olga Mineeva (J. Mach. Learn. Res., 2020)

NFAD: fixing anomaly detection using normalizing flows. - Artem Ryzhikov; Maxim Borisyak; Andrey Ustyuzhanin; Denis Derkach (PeerJ Comput. Sci., 2021)

Latent Neural Stochastic Differential Equations for Change Point Detection. - Artem Ryzhikov; Mikhail Hushchyn; Denis Derkach (CoRR, 2022)

A Comparison of CPU and GPU Implementations for the LHCb Experiment Run 3 Trigger. - Roel Aaij; Marta Adinolfi; Salvatore Aiola; S. Akar; Johannes Albrecht; M. Alexander; S. Amato; Yasmine Amhis; F. Archilli; M. Bala; G. Bassi; L. Bian; et al. (Comput. Softw. Big Sci., 2022)

Latent Stochastic Differential Equations for Change Point Detection. - Artem Ryzhikov; Mikhail Hushchyn; Denis Derkach (IEEE Access, 2023)

Intelligent Algorithms For Signature Diagnostics Of Three-Phase Motors. - Stepan Svirin; Artem Ryzhikov; Saraa Ali; Denis Derkach (CoRR, 2024)

Unsupervised Learning for Calorimeter Response Correction: A WGAN-Based Method. - Saraa Ali; Artem Ryzhikov; Denis Derkach; Fedor Ratnikov; Vladimir Bocharnikov (ICCSA (3), 2025)

Performance Modeling of Data Storage Systems Using Generative Models. - Abdalaziz Rashid Al-Maeeni; Aziz Temirkhanov; Artem Ryzhikov; Mikhail Hushchyn (IEEE Access, 2025)

Learning to Hear Broken Motors: Signature-Guided Data Augmentation for Induction-Motor Diagnostics. - Saraa Ali; Aleksandr Khizhik; Stepan Svirin; Artem Ryzhikov; Denis Derkach (CoRR, 2025)