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bigdata2020's Introduction

Hi there ๐Ÿ‘‹, My name is Valera

Machine Learning Engineer at .

  • ๐Ÿ”ญ Iโ€™m currently doing research about LLMs
  • ๐ŸŒฑ Iโ€™m currently learning deep learning, natural language processing, and large language models.
  • Ex maintainer of and .
  • ๐ŸŽ“ I have a bachelor's degree in Computer Science from .
  • ๐Ÿ“š I'm currently studying at the international master program "Big data and machine learning" at .

Scientific Publications

  1. Evolutionary automated machine learning for multi-scale decomposition and forecasting of sensor time series

    • Authors: Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O Nikitin
    • Conference: 2022 IEEE Congress on Evolutionary Computation (CEC)
    • Year: 2022
    • DOI: Link to the DOI
  2. Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment

    • Authors: Nikolay O Nikitin, Sergey Teryoshkin, Valerii Pokrovskii, Sergey Pakulin, Denis Nasonov
    • Conference: 2023 IEEE Congress on Evolutionary Computation (CEC)
    • Year: 2023
    • DOI: Link to the DOI
  3. Integration Of Evolutionary Automated Machine Learning With Structural Sensitivity Analysis For Composite Pipelines

    • Authors: Nikolay O. Nikitin, Maiia Pinchuk, Valerii Pokrovskii, Peter Shevchenko, Andrey Getmanov, Yaroslav Aksenkin, Ilia Revin, Andrey Stebenkov, Ekaterina Poslavskaya, Anna V. Kalyuzhnaya
    • Journal: ArXiv (preprint)
    • Year: 2023
    • DOI: Link to the DOI

Contacts

Feel free to reach out to me on LinkedIn or Telegram.

bigdata2020's People

Contributors

nordsvich avatar valer1435 avatar

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