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PeerJ Author

640 Points

Contributions by role

Contributions by subject area

Andrey Ustyuzhanin

PeerJ Author

Summary

Data Mining & Machine Learning Scientific Computing & Simulation Software Engineering

Past or current institution affiliations

National University of Singapore

Higher School of Economics

Moscow Institute of Physics and Technology

Work details

Adjunct Professor

Constructor University, Bremen

May 2023

Visiting Research Professor

National University of Singapore

October 2022

MSE

PeerJ Contributions

Articles 7

September 23, 2024

Linguacodus: a synergistic framework for transformative code generation in machine learning pipelines

Ekaterina Trofimova, Emil Sataev, Andrey Ustyuzhanin

https://doi.org/10.7717/peerj-cs.2328

November 27, 2023

Machine learning code snippets semantic classification

Valeriy Berezovskiy, Anastasia Gorodilova, Ekaterina Trofimova, Andrey Ustyuzhanin

https://doi.org/10.7717/peerj-cs.1654

March 7, 2023

Symbolic expression generation via variational auto-encoder

Sergei Popov, Mikhail Lazarev, Vladislav Belavin, Denis Derkach, Andrey Ustyuzhanin

https://doi.org/10.7717/peerj-cs.1241

February 23, 2023

Code4ML: a large-scale dataset of annotated Machine Learning code

Anastasia Drozdova, Ekaterina Trofimova, Polina Guseva, Anna Scherbakova, Andrey Ustyuzhanin

https://doi.org/10.7717/peerj-cs.1230

November 18, 2021

NFAD: fixing anomaly detection using normalizing flows

Artem Ryzhikov, Maxim Borisyak, Andrey Ustyuzhanin, Denis Derkach

https://doi.org/10.7717/peerj-cs.757

May 18, 2020

Adaptive divergence for rapid adversarial optimization

Maxim Borisyak, Tatiana Gaintseva, Andrey Ustyuzhanin

https://doi.org/10.7717/peerj-cs.274

May 4, 2020

SANgo: a storage infrastructure simulator with reinforcement learning support

Kenenbek Arzymatov, Andrey Sapronov, Vladislav Belavin, Leonid Gremyachikh, Maksim Karpov, Andrey Ustyuzhanin, Ivan Tchoub, Artem Ikoev

https://doi.org/10.7717/peerj-cs.271