New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection. - Marco Secondini; Stella Civelli; Enrico Forestieri; Lareb Zar Khan (CoRR, 2021)

Optical Network Alarms Classification using Unsupervised Machine Learning. - Lareb Zar Khan; Ahmed Triki; Maxime Laye; Nicola Sambo (OECC/PSC, 2022)

Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier. - Lareb Zar Khan; Pedro J. Freire; João Pedro 001; Nelson Costa; Antonio Napoli; Nicola Sambo (OFC, 2023)

Data augmentation to improve performance of neural networks for failure management in optical networks. - Lareb Zar Khan; João Pedro 001; Nelson Costa; Lorenzo De Marinis; Antonio Napoli; Nicola Sambo (JOCN, 2023)

Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity. - Lareb Zar Khan; João Pedro 001; Omran Ayoub; Nelson Costa; Andrea Sgambelluri; Lorenzo De Marinis; Antonio Napoli; Nicola Sambo (ONDM, 2024)

Model and data-centric machine learning algorithms to address data scarcity for failure identification. - Lareb Zar Khan; João Pedro 001; Nelson Costa; Andrea Sgambelluri; Antonio Napoli; Nicola Sambo (J. Opt. Commun. Netw., 2024)