Browsing Division of Interdisciplinary Research by Subject "Optimization"
Now showing items 1-3 of 3
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Barrier Coverage using UAVs and Camera Sensors
With advancements in camera sensor technology, camera sensor networks are increasingly utilized for border surveillance. UAVs equipped with downward-facing cameras also serve as effective sensors, and their features, ... -
On the Optimality of Generative Adversarial Networks — A Variational Perspective
Generative adversarial networks (GANs) are a popular learning framework to model the underlying distribution of images. GANs comprise a min-max game between the generator and the discriminator. While the generator transforms ... -
Quantization using Side-Information for Distributed Optimization: Theory and Practice
This thesis aims to systematically study the role of side-information for different problems arising in distributed quantization and optimization. In the first part of the thesis, we study a universal version of the ...