Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks
Paper in proceeding, 2024
Quality of transmission
Optical networks
Classification
Machine learning
Author
Carlos Natalino Da Silva
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Behnam Shariati
Fraunhofer Society
Pooyan Safari
Fraunhofer Society
Johannes Fischer
Fraunhofer Society
Paolo Monti
Chalmers, Electrical Engineering, Communication, Antennas and Optical Networks
Conference on Optical Fiber Communication, Technical Digest Series
M1H.3
9781957171326 (ISBN)
San Diego, CA, USA,
Providing Resilient & secure networks [Operating on Trusted Equipment] to CriTical infrastructures (PROTECT)
VINNOVA (2020-03506), 2021-02-01 -- 2024-01-31.
Areas of Advance
Information and Communication Technology
Subject Categories (SSIF 2011)
Telecommunications
Communication Systems
Signal Processing
DOI
10.1364/OFC.2024.M1H.3
ISBN
9781957171326