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Andrea Carnio
Publication Activity (10 Years)
Years Active: 2021-2022
Publications (10 Years): 3
Top Topics
Data Mining
Unsupervised Feature Learning
Probabilistic Model
Deep Learning
Top Venues
CoRR
ECOC
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Publications
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Vladislav Neskorniuk
,
Andrea Carnio
,
Domenico Marsella
,
Sergei K. Turitsyn
,
Jaroslaw E. Prilepsky
,
Vahid Aref
Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication.
CoRR
(2022)
Vladislav Neskorniuk
,
Andrea Carnio
,
Vinod Bajaj
,
Domenico Marsella
,
Sergei K. Turitsyn
,
Jaroslaw E. Prilepsky
,
Vahid Aref
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model.
ECOC
(2021)
Vladislav Neskorniuk
,
Andrea Carnio
,
Vinod Bajaj
,
Domenico Marsella
,
Sergei K. Turitsyn
,
Jaroslaw E. Prilepsky
,
Vahid Aref
End-to-End Deep Learning of Long-Haul Coherent Optical Fiber Communications via Regular Perturbation Model.
CoRR
(2021)