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Conferences > ACPC > 2021 > T1C > T1C.4

Sample Distribution Matching Based Transfer Learning for QoT Estimation in Optical Networks

Tangze Qin, Zhiqun Gu, Jiawei Zhang, Yuhang Zhou, and Yuefeng Ji

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Abstract

We propose a sample distribution matching based transfer learning approach to perform accurate QoT estimation with fewer samples. Simulation results demonstrate that the proposed method can save training samples effectively.

© 2021 The Author(s)

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