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03/28/2023
Efficient Alternating Minimization Solvers for Wyner Multi-View Unsupervised Learning
In this work, we adopt Wyner common information framework for unsupervis...
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03/28/2023
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting
Wireless fingerprinting refers to a device identification method leverag...
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03/14/2022
A Linearly Convergent Douglas-Rachford Splitting Solver for Markovian Information-Theoretic Optimization Problems
In this work, we propose solving the Information bottleneck (IB) and Pri...
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02/06/2022
On the Multi-View Information Bottleneck Representation
In this work, we generalize the information bottleneck (IB) approach to ...
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02/09/2021