research
∙
03/28/2023
Efficient Alternating Minimization Solvers for Wyner Multi-View Unsupervised Learning
In this work, we adopt Wyner common information framework for unsupervis...
share
research
∙
03/28/2023
The Wyner Variational Autoencoder for Unsupervised Multi-Layer Wireless Fingerprinting
Wireless fingerprinting refers to a device identification method leverag...
research
∙
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...
research
∙
02/06/2022
On the Multi-View Information Bottleneck Representation
In this work, we generalize the information bottleneck (IB) approach to ...
research
∙
12/13/2019
Optimal Wireless Caching with Placement Cost
Coded caching has been shown to result in significant throughput gains, ...
research
∙
03/24/2019
On the Performance of Mobility-Aware D2D Caching Networks
The increase in demand for spectrum-based services forms a bottleneck in...
research
∙
02/12/2019
Towards Jointly Optimal Placement and Delivery: To Code or Not to Code in Wireless Caching Networks
Coded caching techniques have received significant attention lately due ...
research
∙
08/04/2018