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05/13/2023
On Semi-Supervised Estimation of Distributions
We study the problem of estimating the joint probability mass function (...
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11/01/2022
On the Semi-supervised Expectation Maximization
The Expectation Maximization (EM) algorithm is widely used as an iterati...
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02/02/2022
Shannon Bounds on Lossy Gray-Wyner Networks
The Gray-Wyner network subject to a fidelity criterion is studied. Upper...
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02/16/2021
Lower bound on Wyner's Common Information
An important notion of common information between two random variables i...
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02/03/2020
Common Information Components Analysis
We give an information-theoretic interpretation of Canonical Correlation...
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02/02/2020
The Gaussian lossy Gray-Wyner network
We consider the problem of source coding subject to a fidelity criterion...
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12/15/2019
Relaxed Wyner's Common Information
A natural relaxation of Wyner's Common Information is studied. Specifica...
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10/02/2019
Supply-Power-Constrained Cable Capacity Maximization Using Deep Neural Networks
We experimentally achieve a 19 power in a 12-span link by eliminating ga...
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11/23/2018
Sum-Rate Capacity for Symmetric Gaussian Multiple Access Channels with Feedback
The feedback sum-rate capacity is established for the symmetric J-user G...
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12/29/2017