Lareb Zar Khan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

False Positives

Supervised Machine Learning

Optical Networks

Top Venues

J. Opt. Commun. Netw.

Publications

Lareb Zar Khan, João Pedro, Nelson Costa, Andrea Sgambelluri, Antonio Napoli, Nicola Sambo
Model and data-centric machine learning algorithms to address data scarcity for failure identification. J. Opt. Commun. Netw. 16 (3) (2024)
Lareb Zar Khan, João Pedro, Omran Ayoub, Nelson Costa, Andrea Sgambelluri, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo
Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity. ONDM (2024)
Lareb Zar Khan, Pedro J. Freire, João Pedro, Nelson Costa, Antonio Napoli, Nicola Sambo
Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier. OFC (2023)
Lareb Zar Khan, João Pedro, Nelson Costa, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo
Data augmentation to improve performance of neural networks for failure management in optical networks. JOCN 15 (1) (2022)
Lareb Zar Khan, Ahmed Triki, Maxime Laye, Nicola Sambo
Optical Network Alarms Classification using Unsupervised Machine Learning. OECC/PSC (2022)
Marco Secondini, Stella Civelli, Enrico Forestieri, Lareb Zar Khan
New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection. CoRR (2021)