Egor Sedov

Egor Sedov

PhD | Researcher | Machine Learning | AI engineering

Gradient Boosting for Nonlinear Equalization in Optical Transmission Systems

Published in Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe–EQEC 2023), 2023

This work explores the application of Gradient Boosting (GB) as a machine learning technique for nonlinear equalization in optical transmission systems. GB is presented as a viable alternative to neural networks for mitigating signal distortion effects in fibre propagation.

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@inproceedings{sedov2023gradient,
  title={Gradient Boosting for Nonlinear Equalization in Optical Transmission Systems},
  author={Sedov, Egor},
  booktitle={2023 Conference on Lasers and Electro-Optics Europe \& European Quantum Electronics Conference (CLEO/Europe-EQEC)},
  pages={1--1},
  year={2023},
  organization={IEEE}
}