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Alan Collet
ORCID
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Mackey Glass
Network Management
Short Term Prediction
Meta Learning
Top Venues
INFOCOM
IEEE Trans. Netw. Serv. Manag.
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Publications
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Alan Collet
,
Antonio Bazco Nogueras
,
Albert Banchs
,
Marco Fiore
Explainable and Transferable Loss Meta-Learning for Zero-Touch Anticipatory Network Management.
IEEE Trans. Netw. Serv. Manag.
21 (3) (2024)
Alan Collet
,
Antonio Bazco Nogueras
,
Albert Banchs
,
Marco Fiore
AutoManager: a Meta-Learning Model for Network Management from Intertwined Forecasts.
INFOCOM
(2023)
Serly Moghadas
,
Claudio Fiandrino
,
Alan Collet
,
Giulia Attanasio
,
Marco Fiore
,
Joerg Widmer
Spotting Deep Neural Network Vulnerabilities in Mobile Traffic Forecasting with an Explainable AI Lens.
INFOCOM
(2023)
Alan Collet
,
Albert Banchs
,
Marco Fiore
LossLeaP: Learning to Predict for Intent-Based Networking.
INFOCOM
(2022)