18 citations · 26 across the 10 of their papers we have counts for
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cs.IT2020
Common Information Components Analysis
Michael Gastpar, Erixhen Sula
We give an information-theoretic interpretation of Canonical Correlation Analysis (CCA) via (relaxed) Wyner's common information. CCA permits to extract from two high-dimensional d…
eess.SP2020★ 18 cited
Supply-Power-Constrained Cable Capacity Maximization Using Multi-Layer Neural Networks
Junho Cho, Sethumadhavan Chandrasekhar, Erixhen Sula +9
We experimentally solve the problem of maximizing capacity under a total supply power constraint in a massively parallel submarine cable context, i.e., for a spatially uncoupled sy…
cs.IT2020
The Gaussian lossy Gray-Wyner network
Erixhen Sula, Michael Gastpar
We consider the problem of source coding subject to a fidelity criterion for the Gray-Wyner network that connects a single source with two receivers via a common channel and two pr…